library(tidyverse)
## Warning: package 'tidyverse' was built under R version 4.3.2
## Warning: package 'readr' was built under R version 4.3.2
## Warning: package 'forcats' was built under R version 4.3.2
## Warning: package 'lubridate' was built under R version 4.3.2
## ── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ──
## ✔ dplyr     1.1.3     ✔ readr     2.1.4
## ✔ forcats   1.0.0     ✔ stringr   1.5.0
## ✔ ggplot2   3.4.4     ✔ tibble    3.2.1
## ✔ lubridate 1.9.3     ✔ tidyr     1.3.0
## ✔ purrr     1.0.2     
## ── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
## ✖ dplyr::filter() masks stats::filter()
## ✖ dplyr::lag()    masks stats::lag()
## ℹ Use the conflicted package (<http://conflicted.r-lib.org/>) to force all conflicts to become errors
##Membaca Data
data <- read.csv("C:/Users/ggh/Downloads/world-data-2023.csv")
View(data)
##Menghitng banyak missing value
data %>%
  filter_all(any_vars(is.na(.))) %>%
  nrow
## [1] 16
##Menghapus semua missing data
data <- data %>%
  filter_all(all_vars(!is.na(.)))
data
##                              Country Density..P.Km2. Abbreviation
## 1                        Afghanistan              60           AF
## 2                            Albania             105           AL
## 3                            Algeria              18           DZ
## 4                             Angola              26           AO
## 5                Antigua and Barbuda             223           AG
## 6                          Argentina              17           AR
## 7                            Armenia             104           AM
## 8                          Australia               3           AU
## 9                            Austria             109           AT
## 10                        Azerbaijan             123           AZ
## 11                       The Bahamas              39           BS
## 12                           Bahrain           2,239           BH
## 13                        Bangladesh           1,265           BD
## 14                          Barbados             668           BB
## 15                           Belarus              47           BY
## 16                           Belgium             383           BE
## 17                            Belize              17           BZ
## 18                             Benin             108           BJ
## 19                            Bhutan              20           BT
## 20                           Bolivia              11           BO
## 21            Bosnia and Herzegovina              64           BA
## 22                          Botswana               4           BW
## 23                            Brazil              25           BR
## 24                            Brunei              83           BN
## 25                          Bulgaria              64           BG
## 26                      Burkina Faso              76           BF
## 27                           Burundi             463           BI
## 28                       Ivory Coast              83           CI
## 29                        Cape Verde             138           CV
## 30                          Cambodia              95           KH
## 31                          Cameroon              56           CM
## 32                            Canada               4           CA
## 33          Central African Republic               8           CF
## 34                              Chad              13           TD
## 35                             Chile              26           CL
## 36                             China             153           CN
## 37                          Colombia              46           CO
## 38                           Comoros             467           KM
## 39             Republic of the Congo              16             
## 40                        Costa Rica             100           CR
## 41                           Croatia              73           HR
## 42                              Cuba             106           CU
## 43                            Cyprus             131           CY
## 44                    Czech Republic             139           CZ
## 45  Democratic Republic of the Congo              40           CD
## 46                           Denmark             137           DK
## 47                          Djibouti              43           DJ
## 48                Dominican Republic             225           DO
## 49                           Ecuador              71           EC
## 50                             Egypt             103           EG
## 51                       El Salvador             313           SV
## 52                 Equatorial Guinea              50           GQ
## 53                           Eritrea              35           ER
## 54                           Estonia              31           EE
## 55                          Ethiopia             115           ET
## 56                              Fiji              49           FJ
## 57                           Finland              18           FI
## 58                            France             119           FR
## 59                             Gabon               9           GA
## 60                        The Gambia             239           GM
## 61                           Georgia              57           GE
## 62                           Germany             240           DE
## 63                             Ghana             137           GH
## 64                            Greece              81           GR
## 65                           Grenada             331           GD
## 66                         Guatemala             167           GT
## 67                            Guinea              53           GN
## 68                     Guinea-Bissau              70           GW
## 69                            Guyana               4           GY
## 70                             Haiti             414           HT
## 71                          Honduras              89           HN
## 72                           Hungary             107           HU
## 73                           Iceland               3           IS
## 74                             India             464           IN
## 75                         Indonesia             151           ID
## 76                              Iran              52           IR
## 77                              Iraq              93           IQ
## 78               Republic of Ireland              72             
## 79                            Israel             400           IL
## 80                             Italy             206           IT
## 81                           Jamaica             273           JM
## 82                             Japan             347           JP
## 83                            Jordan             115           JO
## 84                        Kazakhstan               7           KZ
## 85                             Kenya              94           KE
## 86                          Kiribati             147           KI
## 87                            Kuwait             240           KW
## 88                        Kyrgyzstan              34           KG
## 89                              Laos              32           LA
## 90                            Latvia              30           LV
## 91                           Lebanon             667           LB
## 92                           Lesotho              71           LS
## 93                           Liberia              53           LR
## 94                             Libya               4           LY
## 95                         Lithuania              43           LT
## 96                        Luxembourg             242           LU
## 97                        Madagascar              48           MG
## 98                            Malawi             203           MW
## 99                          Malaysia              99           MY
## 100                         Maldives           1,802           MV
## 101                             Mali              17           ML
## 102                            Malta           1,380           MT
## 103                       Mauritania               5           MR
## 104                        Mauritius             626           MU
## 105                           Mexico              66           MX
## 106   Federated States of Micronesia             784           FM
## 107                          Moldova             123           MD
## 108                         Mongolia               2           MN
## 109                       Montenegro              47           ME
## 110                          Morocco              83           MA
## 111                       Mozambique              40           MZ
## 112                          Myanmar              83           MM
## 113                          Namibia               3             
## 114                            Nepal             203           NP
## 115                      Netherlands             508           NL
## 116                      New Zealand              18           NZ
## 117                        Nicaragua              55           NI
## 118                            Niger              19           NE
## 119                          Nigeria             226           NG
## 120                      North Korea             214           KP
## 121                           Norway              15           NO
## 122                             Oman              16           OM
## 123                         Pakistan             287           PK
## 124                           Panama              58           PA
## 125                 Papua New Guinea              20           PG
## 126                         Paraguay              18           PY
## 127                             Peru              26           PE
## 128                      Philippines             368           PH
## 129                           Poland             124           PL
## 130                         Portugal             111           PT
## 131                            Qatar             248           QA
## 132                          Romania              84           RO
## 133                           Russia               9           RU
## 134                           Rwanda             525           RW
## 135                      Saint Lucia             301           LC
## 136 Saint Vincent and the Grenadines             284           VC
## 137                            Samoa              70           WS
## 138                     Saudi Arabia              16           SA
## 139                          Senegal              87           SN
## 140                           Serbia             100           RS
## 141                       Seychelles             214           SC
## 142                     Sierra Leone             111           SL
## 143                        Singapore           8,358           SG
## 144                         Slovakia             114           SK
## 145                         Slovenia             103           SI
## 146                  Solomon Islands              25           SB
## 147                          Somalia              25           SO
## 148                     South Africa              49           ZA
## 149                      South Korea             527           KR
## 150                            Spain              94           ES
## 151                        Sri Lanka             341           LK
## 152                            Sudan              25           SD
## 153                         Suriname               4           SR
## 154                           Sweden              25           SE
## 155                      Switzerland             219           CH
## 156                            Syria              95           SY
## 157                       Tajikistan              68           TJ
## 158                         Tanzania              67           TZ
## 159                         Thailand             137           TH
## 160                       East Timor              89           TL
## 161                             Togo             152           TG
## 162                            Tonga             147           TO
## 163              Trinidad and Tobago             273           TT
## 164                          Tunisia              76           TN
## 165                           Turkey             110           TR
## 166                     Turkmenistan              13           TM
## 167                           Uganda             229           UG
## 168                          Ukraine              75           UA
## 169             United Arab Emirates             118           AE
## 170                   United Kingdom             281           GB
## 171                    United States              36           US
## 172                          Uruguay              20           UY
## 173                       Uzbekistan              79           UZ
## 174                          Vanuatu              25           VU
## 175                        Venezuela              32           VE
## 176                          Vietnam             314           VN
## 177                            Yemen              56           YE
## 178                           Zambia              25           ZM
## 179                         Zimbabwe              38           ZW
##     Agricultural.Land.... Land.Area.Km2. Armed.Forces.size Birth.Rate
## 1                  58.10%        652,230           323,000      32.49
## 2                  43.10%         28,748             9,000      11.78
## 3                  17.40%      2,381,741           317,000      24.28
## 4                  47.50%      1,246,700           117,000      40.73
## 5                  20.50%            443                 0      15.33
## 6                  54.30%      2,780,400           105,000      17.02
## 7                  58.90%         29,743            49,000      13.99
## 8                  48.20%      7,741,220            58,000      12.60
## 9                  32.40%         83,871            21,000       9.70
## 10                 57.70%         86,600            82,000      14.00
## 11                  1.40%         13,880             1,000      13.97
## 12                 11.10%            765            19,000      13.99
## 13                 70.60%        148,460           221,000      18.18
## 14                 23.30%            430             1,000      10.65
## 15                 42.00%        207,600           155,000       9.90
## 16                 44.60%         30,528            32,000      10.30
## 17                  7.00%         22,966             2,000      20.79
## 18                 33.30%        112,622            12,000      36.22
## 19                 13.60%         38,394             6,000      17.26
## 20                 34.80%      1,098,581            71,000      21.75
## 21                 43.10%         51,197            11,000       8.11
## 22                 45.60%        581,730             9,000      24.82
## 23                 33.90%      8,515,770           730,000      13.92
## 24                  2.70%          5,765             8,000      14.90
## 25                 46.30%        110,879            31,000       8.90
## 26                 44.20%        274,200            11,000      37.93
## 27                 79.20%         27,830            31,000      39.01
## 28                 64.80%        322,463            27,000      35.74
## 29                 19.60%          4,033             1,000      19.49
## 30                 30.90%        181,035           191,000      22.46
## 31                 20.60%        475,440            24,000      35.39
## 32                  6.90%      9,984,670            72,000      10.10
## 33                  8.20%        622,984             8,000      35.35
## 34                 39.70%      1,284,000            35,000      42.17
## 35                 21.20%        756,096           122,000      12.43
## 36                 56.20%      9,596,960         2,695,000      10.90
## 37                 40.30%      1,138,910           481,000      14.88
## 38                 71.50%          2,235                        31.88
## 39                 31.10%        342,000            12,000      32.86
## 40                 34.50%         51,100            10,000      13.97
## 41                 27.60%         56,594            18,000       9.00
## 42                 59.90%        110,860            76,000      10.17
## 43                 12.20%          9,251            16,000      10.46
## 44                 45.20%         78,867            23,000      10.70
## 45                 11.60%      2,344,858           134,000      41.18
## 46                 62.00%         43,094            15,000      10.60
## 47                 73.40%         23,200            13,000      21.47
## 48                 48.70%         48,670            71,000      19.51
## 49                 22.20%        283,561            41,000      19.72
## 50                  3.80%      1,001,450           836,000      26.38
## 51                 76.40%         21,041            42,000      18.25
## 52                 10.10%         28,051             1,000      33.24
## 53                 75.20%        117,600           202,000      30.30
## 54                 23.10%         45,228             6,000      10.90
## 55                 36.30%      1,104,300           138,000      32.34
## 56                 23.30%         18,274             4,000      21.28
## 57                  7.50%        338,145            25,000       8.60
## 58                 52.40%        643,801           307,000      11.30
## 59                 20.00%        267,667             7,000      31.61
## 60                 59.80%         11,300             1,000      38.54
## 61                 34.50%         69,700            26,000      13.47
## 62                 47.70%        357,022           180,000       9.50
## 63                 69.00%        238,533            16,000      29.41
## 64                 47.60%        131,957           146,000       8.10
## 65                 23.50%            349                        16.47
## 66                 36.00%        108,889            43,000      24.56
## 67                 59.00%        245,857            13,000      36.36
## 68                 58.00%         36,125             4,000      35.13
## 69                  8.60%        214,969             3,000      19.97
## 70                 66.80%         27,750                 0      24.35
## 71                 28.90%        112,090            23,000      21.60
## 72                 58.40%         93,028            40,000       9.60
## 73                 18.70%        103,000                 0      12.00
## 74                 60.40%      3,287,263         3,031,000      17.86
## 75                 31.50%      1,904,569           676,000      18.07
## 76                 28.20%      1,648,195           563,000      18.78
## 77                 21.40%        438,317           209,000      29.08
## 78                 64.50%         70,273             9,000      12.50
## 79                 24.60%         20,770           178,000      20.80
## 80                 43.20%        301,340           347,000       7.30
## 81                 41.00%         10,991             4,000      16.10
## 82                 12.30%        377,944           261,000       7.40
## 83                 12.00%         89,342           116,000      21.98
## 84                 80.40%      2,724,900            71,000      21.77
## 85                 48.50%        580,367            29,000      28.75
## 86                 42.00%            811                        27.89
## 87                  8.40%         17,818            25,000      13.94
## 88                 55.00%        199,951            21,000      27.10
## 89                 10.30%        236,800           129,000      23.55
## 90                 31.10%         64,589             6,000      10.00
## 91                 64.30%         10,400            80,000      17.55
## 92                 77.60%         30,355             2,000      26.81
## 93                 28.00%        111,369             2,000      33.04
## 94                  8.70%      1,759,540                 0      18.83
## 95                 47.20%         65,300            34,000      10.00
## 96                 53.70%          2,586             2,000      10.30
## 97                 71.20%        587,041            22,000      32.66
## 98                 61.40%        118,484            15,000      34.12
## 99                 26.30%        329,847           136,000      16.75
## 100                26.30%            298             5,000      14.20
## 101                33.80%      1,240,192            18,000      41.54
## 102                32.40%            316             2,000       9.20
## 103                38.50%      1,030,700            21,000      33.69
## 104                42.40%          2,040             3,000      10.20
## 105                54.60%      1,964,375           336,000      17.60
## 106                31.40%            702                        22.82
## 107                74.20%         33,851             7,000      10.10
## 108                71.50%      1,564,116            18,000      24.13
## 109                19.00%         13,812            12,000      11.73
## 110                68.50%        446,550           246,000      18.94
## 111                63.50%        799,380            11,000      37.52
## 112                19.50%        676,578           513,000      17.55
## 113                47.10%        824,292            16,000      28.64
## 114                28.70%        147,181           112,000      19.89
## 115                53.30%         41,543            41,000       9.70
## 116                40.50%        268,838             9,000      11.98
## 117                42.10%        130,370            12,000      20.64
## 118                36.10%      1,267,000            10,000      46.08
## 119                77.70%        923,768           215,000      37.91
## 120                21.80%        120,538         1,469,000      13.89
## 121                 2.70%        323,802            23,000      10.40
## 122                 4.60%        309,500            47,000      19.19
## 123                47.80%        796,095           936,000      28.25
## 124                30.40%         75,420            26,000      18.98
## 125                 2.60%        462,840             4,000      27.07
## 126                55.10%        406,752            27,000      20.57
## 127                18.50%      1,285,216           158,000      17.95
## 128                41.70%        300,000           153,000      20.55
## 129                46.90%        312,685           191,000      10.20
## 130                39.50%         92,212            52,000       8.50
## 131                 5.80%         11,586            22,000       9.54
## 132                58.80%        238,391           126,000       9.60
## 133                13.30%     17,098,240         1,454,000      11.50
## 134                73.40%         26,338            35,000      31.70
## 135                17.40%            616                        12.00
## 136                25.60%            389                        14.24
## 137                12.40%          2,831                        24.38
## 138                80.80%      2,149,690           252,000      17.80
## 139                46.10%        196,722            19,000      34.52
## 140                39.30%         77,474            32,000       9.20
## 141                 3.40%            455                 0      17.10
## 142                54.70%         71,740             9,000      33.41
## 143                 0.90%            716            81,000       8.80
## 144                39.20%         49,035            16,000      10.60
## 145                30.70%         20,273             7,000       9.40
## 146                 3.90%         28,896                        32.44
## 147                70.30%        637,657            20,000      41.75
## 148                79.80%      1,219,090            80,000      20.51
## 149                17.40%         99,720           634,000       6.40
## 150                52.60%        505,370           196,000       7.90
## 151                43.70%         65,610           317,000      15.83
## 152                28.70%      1,861,484           124,000      32.18
## 153                 0.60%        163,820             2,000      18.54
## 154                 7.40%        450,295            30,000      11.40
## 155                38.40%         41,277            21,000      10.00
## 156                75.80%        185,180           239,000      23.69
## 157                34.10%        144,100            17,000      30.76
## 158                44.80%        947,300            28,000      36.70
## 159                43.30%        513,120           455,000      10.34
## 160                25.60%         14,874             2,000      29.42
## 161                70.20%         56,785            10,000      33.11
## 162                45.80%            747                        24.30
## 163                10.50%          5,128             4,000      12.94
## 164                64.80%        163,610            48,000      17.56
## 165                49.80%        783,562           512,000      16.03
## 166                72.00%        488,100            42,000      23.83
## 167                71.90%        241,038            46,000      38.14
## 168                71.70%        603,550           297,000       8.70
## 169                 5.50%         83,600            63,000      10.33
## 170                71.70%        243,610           148,000      11.00
## 171                44.40%      9,833,517         1,359,000      11.60
## 172                82.60%        176,215            22,000      13.86
## 173                62.90%        447,400            68,000      23.30
## 174                15.30%         12,189                        29.60
## 175                24.50%        912,050           343,000      17.88
## 176                39.30%        331,210           522,000      16.75
## 177                44.60%        527,968            40,000      30.45
## 178                32.10%        752,618            16,000      36.19
## 179                41.90%        390,757            51,000      30.68
##     Calling.Code     Capital.Major.City Co2.Emissions      CPI CPI.Change....
## 1             93                  Kabul         8,672    149.9          2.30%
## 2            355                 Tirana         4,536   119.05          1.40%
## 3            213                Algiers       150,006   151.36          2.00%
## 4            244                 Luanda        34,693   261.73         17.10%
## 5              1 St. John's, Saint John           557   113.81          1.20%
## 6             54           Buenos Aires       201,348   232.75         53.50%
## 7            374                Yerevan         5,156   129.18          1.40%
## 8             61               Canberra       375,908    119.8          1.60%
## 9             43                 Vienna        61,448   118.06          1.50%
## 10           994                   Baku        37,620   156.32          2.60%
## 11             1        Nassau, Bahamas         1,786   116.22          2.50%
## 12           973                 Manama        31,694   117.59          2.10%
## 13           880                  Dhaka        84,246   179.68          5.60%
## 14             1             Bridgetown         1,276   134.09          4.10%
## 15           375                  Minsk        58,280                   5.60%
## 16            32       City of Brussels        96,889   117.11          1.40%
## 17           501               Belmopan           568   105.68         -0.90%
## 18           229             Porto-Novo         6,476   110.71         -0.90%
## 19           975                Thimphu         1,261   167.18          2.70%
## 20           591                  Sucre        21,606   148.32          1.80%
## 21           387               Sarajevo        21,848    104.9          0.60%
## 22           267               Gaborone         6,340   149.75          2.80%
## 23            55                Bras���       462,299    167.4          3.70%
## 24           673    Bandar Seri Begawan         7,664    99.03         -0.40%
## 25           359                  Sofia        41,708   114.42          3.10%
## 26           226            Ouagadougou         3,418   106.58         -3.20%
## 27           257              Bujumbura           495   182.11         -0.70%
## 28           225           Yamoussoukro         9,674   111.61         -0.90%
## 29           238                  Praia           543    110.5          1.10%
## 30           855             Phnom Penh         9,919   127.63          2.50%
## 31           237                Yaound�         8,291   118.65          2.50%
## 32             1                 Ottawa       544,894   116.76          1.90%
## 33           236                 Bangui           297   186.86         37.10%
## 34           235              N'Djamena         1,016    117.7         -1.00%
## 35            56               Santiago        85,822   131.91          2.60%
## 36            86                Beijing     9,893,038   125.08          2.90%
## 37            57                 Bogot�        97,814   140.95          3.50%
## 38           269        Moroni, Comoros           202   103.62         -4.30%
## 39           242            Brazzaville         3,282   124.74          2.20%
## 40           506          San Jos������         8,023   128.85          2.10%
## 41           385                 Zagreb        17,488   109.82          0.80%
## 42            53                 Havana        28,284                        
## 43           357                Nicosia         6,626   102.51          0.30%
## 44           420                 Prague       102,218   116.48          2.80%
## 45           243               Kinshasa         2,021   133.85          2.90%
## 46            45             Copenhagen        31,786   110.35          0.80%
## 47           253          Djibouti City           620   120.25          3.30%
## 48             1          Santo Domingo        25,258    135.5          1.80%
## 49           593                  Quito        41,155   124.14          0.30%
## 50            20                  Cairo       238,560   288.57          9.20%
## 51           503           San Salvador         7,169   111.23          0.10%
## 52           240                 Malabo         5,655   124.35          1.20%
## 53           291                 Asmara           711                        
## 54           372                Tallinn        16,590   122.14          2.30%
## 55           251            Addis Ababa        14,870   143.86         15.80%
## 56           679                   Suva         2,046    132.3          1.80%
## 57           358               Helsinki        45,871   112.33          1.00%
## 58            33                  Paris       303,276   110.05          1.10%
## 59           241             Libreville         5,321   122.19          2.10%
## 60           220                 Banjul           532   172.73          7.10%
## 61           995                Tbilisi        10,128   133.61          4.90%
## 62            49                 Berlin       727,973   112.85          1.40%
## 63           233                  Accra        16,670   268.36          7.20%
## 64            30                 Athens        62,434   101.87          0.20%
## 65             1  St. George's, Grenada           268   107.43          0.80%
## 66           502         Guatemala City        16,777   142.92          3.70%
## 67           224                Conakry         2,996   262.95          9.50%
## 68           245                 Bissau           293   111.65          1.40%
## 69           592     Georgetown, Guyana         2,384   116.19          2.10%
## 70           509         Port-au-Prince         2,978   179.29         12.50%
## 71           504            Tegucigalpa         9,813   150.34          4.40%
## 72            36               Budapest        45,537   121.64          3.30%
## 73           354              Reykjav��         2,065      129          3.00%
## 74            91              New Delhi     2,407,672   180.44          7.70%
## 75            62                Jakarta       563,325   151.18          3.00%
## 76            98                 Tehran       661,710   550.93         39.90%
## 77           964                Baghdad       190,061   119.86          0.40%
## 78           353                 Dublin        37,711   106.58          0.90%
## 79           972              Jerusalem        65,166   108.15          0.80%
## 80            39                   Rome       320,411   110.62          0.60%
## 81          1876      Kingston, Jamaica         8,225   162.47          3.90%
## 82            81                  Tokyo     1,135,886   105.48          0.50%
## 83           962                  Amman        25,108    125.6          0.80%
## 84             7                 Astana       247,207   182.75          5.20%
## 85           254                Nairobi        17,910   180.51          4.70%
## 86           686           South Tarawa            66    99.55          0.60%
## 87           965            Kuwait City        98,734    126.6          1.10%
## 88           996                Bishkek         9,787   155.68          1.10%
## 89           856              Vientiane        17,763   135.87          3.30%
## 90           371                   Riga         7,004   116.86          2.80%
## 91           961                 Beirut        24,796   130.02          3.00%
## 92           266                 Maseru         2,512   155.86          5.20%
## 93           231               Monrovia         1,386   223.13         23.60%
## 94           218                               50,564   125.71          2.60%
## 95           370                Vilnius        12,963   118.38          2.30%
## 96           352        Luxembourg City         8,988   115.09          1.70%
## 97           261           Antananarivo         3,905   184.33          5.60%
## 98           265               Lilongwe         1,298   418.34          9.40%
## 99            60           Kuala Lumpur       248,289   121.46          0.70%
## 100          960                   Mal�         1,445     99.7          0.20%
## 101          223                 Bamako         3,179   108.73         -1.70%
## 102          356               Valletta         1,342   113.45          1.60%
## 103          222             Nouakchott         2,739   135.02          2.30%
## 104          230             Port Louis         4,349   129.91          0.40%
## 105           52            Mexico City       486,406   141.54          3.60%
## 106          691                Palikir           143    112.1          0.50%
## 107          373                Chi����         5,115    166.2          4.80%
## 108          976            Ulaanbaatar        25,368   195.76          7.30%
## 109          382              Podgorica         2,017   116.32          2.60%
## 110          212                  Rabat        61,276   111.07          0.20%
## 111          258                 Maputo         7,943   182.31          2.80%
## 112           95              Naypyidaw        25,280   168.18          8.80%
## 113          264               Windhoek         4,228   157.97          3.70%
## 114          977              Kathmandu         9,105   188.73          5.60%
## 115           31              Amsterdam       170,780   115.91          2.60%
## 116           64             Wellington        34,382   114.24          1.60%
## 117          505                Managua         5,592   162.74          5.40%
## 118          227                 Niamey         2,017   109.32         -2.50%
## 119          234                  Abuja       120,369   267.51         11.40%
## 120          850              Pyongyang        28,284                        
## 121           47                   Oslo        41,023   120.27          2.20%
## 122          968                 Muscat        63,457   113.53          0.10%
## 123           92              Islamabad       201,150   182.32         10.60%
## 124          507            Panama City        10,715   122.07         -0.40%
## 125          675           Port Moresby         7,536   155.99          3.60%
## 126          595               Asunci��         7,407   143.82          2.80%
## 127           51                   Lima        57,414   129.78          2.10%
## 128           63                 Manila       122,287   129.61          2.50%
## 129           48                 Warsaw       299,037   114.11          2.20%
## 130          351                 Lisbon        48,742   110.62          0.30%
## 131          974                   Doha       103,259   115.38         -0.70%
## 132           40              Bucharest        69,259   123.78          3.80%
## 133            7                 Moscow     1,732,027   180.75          4.50%
## 134          250                 Kigali         1,115   151.09          3.40%
## 135            1               Castries           414   110.13          1.90%
## 136            1              Kingstown           220   109.67          2.30%
## 137          685                   Apia           246   117.56          1.00%
## 138          966                 Riyadh       563,449    118.4         -1.20%
## 139          221                  Dakar        10,902   109.25          1.80%
## 140          381               Belgrade        45,221      144          1.80%
## 141          248   Victoria, Seychelles           605   129.96          1.80%
## 142          232               Freetown         1,093   234.16         14.80%
## 143           65                               37,535   114.41          0.60%
## 144          421             Bratislava        32,424   115.34          2.70%
## 145          386              Ljubljana        12,633   111.05          1.60%
## 146          677                Honiara           169   133.06          1.60%
## 147          252              Mogadishu           645                        
## 148           27               Pretoria       476,644   158.93          4.10%
## 149           82                  Seoul       620,302   115.16          0.40%
## 150           34                 Madrid       244,002   110.96          0.70%
## 151           94                Colombo        23,362   155.53          3.50%
## 152          249               Khartoum        20,000 1,344.19         51.00%
## 153          597             Paramaribo         1,738   294.66         22.00%
## 154           46              Stockholm        43,252   110.51          1.80%
## 155           41                   Bern        34,477    99.55          0.40%
## 156          963               Damascus        28,830    143.2         36.70%
## 157          992               Dushanbe         5,310   148.57          6.00%
## 158          255                 Dodoma        11,973   187.43          3.50%
## 159           66                Bangkok       283,763   113.27          0.70%
## 160          670                   Dili           495   145.38          2.60%
## 161          228                   Lom�         3,000    113.3          0.70%
## 162          676               Nuku����           128   121.09          7.40%
## 163            1          Port of Spain        43,868   141.75          1.00%
## 164          216                  Tunis        29,937   155.33          6.70%
## 165           90                 Ankara       372,725   234.44         15.20%
## 166          993               Ashgabat        70,630                        
## 167          256                Kampala         5,680   173.87          2.90%
## 168          380                   Kyiv       202,250   281.66          7.90%
## 169          971              Abu Dhabi       206,324   114.52         -1.90%
## 170           44                 London       379,025   119.62          1.70%
## 171            1       Washington, D.C.     5,006,302   117.24          7.50%
## 172          598             Montevideo         6,766   202.92          7.90%
## 173          998               Tashkent        91,811                        
## 174          678              Port Vila           147   117.13          2.80%
## 175           58                Caracas       164,175 2,740.27        254.90%
## 176           84                  Hanoi       192,668   163.52          2.80%
## 177          967                  Sanaa        10,609   157.58          8.10%
## 178          260                 Lusaka         5,141   212.31          9.20%
## 179          263                 Harare        10,983   105.51          0.90%
##     Currency.Code Fertility.Rate Forested.Area.... Gasoline.Price
## 1             AFN           4.47             2.10%         $0.70 
## 2             ALL           1.62            28.10%         $1.36 
## 3             DZD           3.02             0.80%         $0.28 
## 4             AOA           5.52            46.30%         $0.97 
## 5             XCD           1.99            22.30%         $0.99 
## 6             ARS           2.26             9.80%         $1.10 
## 7             AMD           1.76            11.70%         $0.77 
## 8             AUD           1.74            16.30%         $0.93 
## 9             EUR           1.47            46.90%         $1.20 
## 10            AZN           1.73            14.10%         $0.56 
## 11                          1.75            51.40%         $0.92 
## 12            BHD           1.99             0.80%         $0.43 
## 13            BDT           2.04            11.00%         $1.12 
## 14            BBD           1.62            14.70%         $1.81 
## 15            BYN           1.45            42.60%         $0.60 
## 16            EUR           1.62            22.60%         $1.43 
## 17            BZD           2.31            59.70%         $1.13 
## 18            XOF           4.84            37.80%         $0.72 
## 19                          1.98            72.50%         $0.98 
## 20            BOB           2.73            50.30%         $0.71 
## 21            BAM           1.27            42.70%         $1.05 
## 22            BWP           2.87            18.90%         $0.71 
## 23            BRL           1.73            58.90%         $1.02 
## 24            BND           1.85            72.10%         $0.37 
## 25            BGN           1.56            35.40%         $1.11 
## 26            XOF           5.19            19.30%         $0.98 
## 27            BIF           5.41            10.90%         $1.21 
## 28            XOF           4.65            32.70%         $0.93 
## 29            CVE           2.27            22.50%         $1.02 
## 30                          2.50            52.90%         $0.90 
## 31            XAF           4.57            39.30%         $1.03 
## 32            CAD           1.50            38.20%         $0.81 
## 33                          4.72            35.60%         $1.41 
## 34            XAF           5.75             3.80%         $0.78 
## 35            CLP           1.65            24.30%         $1.03 
## 36            CNY           1.69            22.40%         $0.96 
## 37            COP           1.81            52.70%         $0.68 
## 38            KMF           4.21            19.70%               
## 39            XAF           4.43            65.40%         $0.97 
## 40            CRC           1.75            54.60%         $0.98 
## 41            HRK           1.47            34.40%         $1.26 
## 42            CUP           1.62            31.30%         $1.40 
## 43            EUR           1.33            18.70%         $1.23 
## 44            CZK           1.69            34.60%         $1.17 
## 45            CDF           5.92            67.20%         $1.49 
## 46            DKK           1.73            14.70%         $1.55 
## 47            DJF           2.73             0.20%         $1.32 
## 48            DOP           2.35            41.70%         $1.07 
## 49            USD           2.43            50.20%         $0.61 
## 50            EGP           3.33             0.10%         $0.40 
## 51                          2.04            12.60%         $0.83 
## 52            XAF           4.51            55.50%               
## 53            ERN           4.06            14.90%         $2.00 
## 54            EUR           1.59            51.30%         $1.14 
## 55            ETB           4.25            12.50%         $0.75 
## 56            FJD           2.77            55.90%         $0.82 
## 57            EUR           1.41            73.10%         $1.45 
## 58            EUR           1.88            31.20%         $1.39 
## 59            XAF           3.97            90.00%         $0.92 
## 60            GMD           5.22            48.40%         $1.18 
## 61            GEL           2.06            40.60%         $0.76 
## 62            EUR           1.56            32.70%         $1.39 
## 63            GHS           3.87            41.20%         $0.92 
## 64            EUR           1.35            31.70%         $1.54 
## 65            XCD           2.06            50.00%         $1.12 
## 66            GTQ           2.87            32.70%         $0.79 
## 67            GNF           4.70            25.80%         $0.90 
## 68            XOF           4.48            69.80%               
## 69            GYD           2.46            83.90%         $0.90 
## 70            HTG           2.94             3.50%         $0.81 
## 71            HNL           2.46            40.00%         $0.98 
## 72            HUF           1.54            22.90%         $1.18 
## 73            ISK           1.71             0.50%         $1.69 
## 74            INR           2.22            23.80%         $0.97 
## 75            IDR           2.31            49.90%         $0.63 
## 76            IRR           2.14             6.60%         $0.40 
## 77            IQD           3.67             1.90%         $0.61 
## 78            EUR           1.75            11.00%         $1.37 
## 79            ILS           3.09             7.70%         $1.57 
## 80            EUR           1.29            31.80%         $1.61 
## 81            JMD           1.98            30.90%         $1.11 
## 82                          1.42            68.50%         $1.06 
## 83            JOD           2.76             1.10%         $1.10 
## 84            KZT           2.84             1.20%         $0.42 
## 85            KES           3.49             7.80%         $0.95 
## 86            AUD           3.57            15.00%               
## 87            KWD           2.08             0.40%         $0.35 
## 88            KGS           3.30             3.30%         $0.56 
## 89            LAK           2.67            82.10%         $0.93 
## 90            EUR           1.60            54.00%         $1.16 
## 91            LBP           2.09            13.40%         $0.74 
## 92                          3.14             1.60%         $0.70 
## 93                          4.32            43.10%         $0.80 
## 94            LYD           2.24             0.10%         $0.11 
## 95            EUR           1.63            34.80%         $1.16 
## 96            EUR           1.37            35.70%         $1.19 
## 97            MGA           4.08            21.40%         $1.11 
## 98            MWK           4.21            33.20%         $1.15 
## 99            MYR           2.00            67.60%         $0.45 
## 100                         1.87             3.30%         $1.63 
## 101           XOF           5.88             3.80%         $1.12 
## 102           EUR           1.23             1.10%         $1.36 
## 103           MRU           4.56             0.20%         $1.13 
## 104           MUR           1.41            19.00%         $1.12 
## 105           MXN           2.13            33.90%         $0.73 
## 106           USD           3.05            91.90%               
## 107           MDL           1.26            12.60%         $0.80 
## 108           MNT           2.90             8.00%         $0.72 
## 109           EUR           1.75            61.50%         $1.16 
## 110           MAD           2.42            12.60%         $0.99 
## 111           MZN           4.85            48.00%         $0.65 
## 112           MMK           2.15            43.60%         $0.54 
## 113                         3.40             8.30%         $0.76 
## 114           NPR           1.92            25.40%         $0.91 
## 115                         1.59            11.20%         $1.68 
## 116           NZD           1.71            38.60%         $1.40 
## 117           NIO           2.40            25.90%         $0.91 
## 118           XOF           6.91             0.90%         $0.88 
## 119           NGN           5.39             7.20%         $0.46 
## 120           KPW           1.90            40.70%         $0.58 
## 121           NOK           1.56            33.20%         $1.78 
## 122           OMR           2.89             0.00%         $0.45 
## 123           PKR           3.51             1.90%         $0.79 
## 124                         2.46            61.90%         $0.74 
## 125           PGK           3.56            74.10%         $1.36 
## 126           PYG           2.43            37.70%         $1.04 
## 127           PEN           2.25            57.70%         $0.99 
## 128           PHP           2.58            27.80%         $0.86 
## 129           PLN           1.46            30.90%         $1.07 
## 130           EUR           1.38            34.60%         $1.54 
## 131           QAR           1.87             0.00%         $0.40 
## 132           RON           1.71            30.10%         $1.16 
## 133           RUB           1.57            49.80%         $0.59 
## 134           RWF           4.04            19.70%         $1.17 
## 135           XCD           1.44            33.20%         $1.30 
## 136           XCD           1.89            69.20%               
## 137           WST           3.88            60.40%         $0.91 
## 138           SAR           2.32             0.50%         $0.24 
## 139           XOF           4.63            42.80%         $1.14 
## 140           RSD           1.49            31.10%         $1.16 
## 141           SCR           2.41            88.40%               
## 142           SLL           4.26            43.10%         $1.08 
## 143           SGD           1.14            23.10%         $1.25 
## 144           EUR           1.52            40.40%         $1.32 
## 145           EUR           1.60            62.00%         $1.32 
## 146           SBD           4.40            77.90%               
## 147           SOS           6.07            10.00%         $1.41 
## 148           ZAR           2.41             7.60%         $0.92 
## 149           KRW           0.98            63.40%         $1.22 
## 150           EUR           1.26            36.90%         $1.26 
## 151           LKR           2.20            32.90%         $0.88 
## 152           SDG           4.41             8.10%         $0.95 
## 153           SRD           2.42            98.30%         $1.29 
## 154           SEK           1.76            68.90%         $1.42 
## 155           CHF           1.52            31.80%         $1.45 
## 156           SYP           2.81             2.70%         $0.83 
## 157           TJS           3.59             3.00%         $0.71 
## 158           TZS           4.89            51.60%         $0.87 
## 159           THB           1.53            32.20%         $0.71 
## 160           USD           4.02            45.40%         $1.10 
## 161           XOF           4.32             3.10%         $0.71 
## 162           TOP           3.56            12.50%               
## 163           TTD           1.73            46.00%         $0.54 
## 164           TND           2.20             6.80%         $0.73 
## 165           TRY           2.07            15.40%         $1.42 
## 166           TMT           2.79             8.80%         $0.29 
## 167           UGX           4.96             9.70%         $0.94 
## 168           UAH           1.30            16.70%         $0.83 
## 169           AED           1.41             4.60%         $0.49 
## 170           GBP           1.68            13.10%         $1.46 
## 171           USD           1.73            33.90%         $0.71 
## 172           UYU           1.97            10.70%         $1.50 
## 173           UZS           2.42             7.50%         $1.03 
## 174           VUV           3.78            36.10%         $1.31 
## 175           VED           2.27            52.70%         $0.00 
## 176           VND           2.05            48.10%         $0.80 
## 177           YER           3.79             1.00%         $0.92 
## 178           ZMW           4.63            65.20%         $1.40 
## 179                         3.62            35.50%         $1.34 
##                      GDP Gross.primary.education.enrollment....
## 1       $19,101,353,833                                 104.00%
## 2       $15,278,077,447                                 107.00%
## 3      $169,988,236,398                                 109.90%
## 4       $94,635,415,870                                 113.50%
## 5        $1,727,759,259                                 105.00%
## 6      $449,663,446,954                                 109.70%
## 7       $13,672,802,158                                  92.70%
## 8    $1,392,680,589,329                                 100.30%
## 9      $446,314,739,528                                 103.10%
## 10      $39,207,000,000                                  99.70%
## 11      $12,827,000,000                                  81.40%
## 12      $38,574,069,149                                  99.40%
## 13     $302,571,254,131                                 116.50%
## 14       $5,209,000,000                                  99.40%
## 15      $63,080,457,023                                 100.50%
## 16     $529,606,710,418                                 103.90%
## 17       $1,879,613,600                                 111.70%
## 18      $14,390,709,095                                 122.00%
## 19       $2,446,674,101                                 100.10%
## 20      $40,895,322,865                                  98.20%
## 21      $20,047,848,435                                        
## 22      $18,340,510,789                                 103.20%
## 23   $1,839,758,040,766                                 115.40%
## 24      $13,469,422,941                                 103.20%
## 25      $86,000,000,000                                  89.30%
## 26      $15,745,810,235                                  96.10%
## 27       $3,012,334,882                                 121.40%
## 28      $58,792,205,642                                  99.80%
## 29       $1,981,845,741                                 104.00%
## 30      $27,089,389,787                                 107.40%
## 31      $38,760,467,033                                 103.40%
## 32   $1,736,425,629,520                                 100.90%
## 33       $2,220,307,369                                 102.00%
## 34      $11,314,951,343                                  86.80%
## 35     $282,318,159,745                                 101.40%
## 36  $19,910,000,000,000                                 100.20%
## 37     $323,802,808,108                                 114.50%
## 38       $1,185,728,677                                  99.50%
## 39      $10,820,591,131                                 106.60%
## 40      $61,773,944,174                                 113.30%
## 41      $60,415,553,039                                  96.50%
## 42     $100,023,000,000                                 101.90%
## 43      $24,564,647,935                                  99.30%
## 44     $246,489,245,495                                 100.70%
## 45      $47,319,624,204                                 108.00%
## 46     $348,078,018,464                                 101.30%
## 47       $3,318,716,359                                  75.30%
## 48      $88,941,298,258                                 105.70%
## 49     $107,435,665,000                                 103.30%
## 50     $303,175,127,598                                 106.30%
## 51      $27,022,640,000                                  94.80%
## 52      $11,026,774,945                                  61.80%
## 53       $2,065,001,626                                  68.40%
## 54      $31,386,949,981                                  97.20%
## 55      $96,107,662,398                                 101.00%
## 56       $5,535,548,972                                 106.40%
## 57     $268,761,201,365                                 100.20%
## 58   $2,715,518,274,227                                 102.50%
## 59      $16,657,960,228                                 139.90%
## 60       $1,763,819,048                                  98.00%
## 61      $17,743,195,770                                  98.60%
## 62   $3,845,630,030,824                                 104.00%
## 63      $66,983,634,224                                 104.80%
## 64     $209,852,761,469                                  99.60%
## 65       $1,228,170,370                                 106.90%
## 66      $76,710,385,880                                 101.90%
## 67      $13,590,281,809                                  91.50%
## 68       $1,340,389,411                                 118.70%
## 69       $4,280,443,645                                  97.80%
## 70       $8,498,981,821                                 113.60%
## 71      $25,095,395,475                                  91.50%
## 72     $160,967,157,504                                 100.80%
## 73      $24,188,035,739                                 100.40%
## 74   $2,611,000,000,000                                 113.00%
## 75   $1,119,190,780,753                                 106.40%
## 76     $445,345,282,123                                 110.70%
## 77     $234,094,042,939                                 108.70%
## 78     $388,698,711,348                                 100.90%
## 79     $395,098,666,122                                 104.90%
## 80   $2,001,244,392,042                                 101.90%
## 81      $16,458,071,068                                  91.00%
## 82   $5,081,769,542,380                                  98.80%
## 83      $43,743,661,972                                  81.50%
## 84     $180,161,741,180                                 104.40%
## 85      $95,503,088,538                                 103.20%
## 86         $194,647,202                                 101.30%
## 87     $134,761,198,946                                  92.40%
## 88       $8,454,619,608                                 107.60%
## 89      $18,173,839,128                                 102.40%
## 90      $34,117,202,555                                  99.40%
## 91      $53,367,042,272                                  95.10%
## 92       $2,460,072,444                                 120.90%
## 93       $3,070,518,100                                  85.10%
## 94      $52,076,250,948                                 109.00%
## 95      $54,219,315,600                                 103.90%
## 96      $71,104,919,108                                 102.30%
## 97      $14,083,906,357                                 142.50%
## 98       $7,666,704,427                                 142.50%
## 99     $364,701,517,788                                 105.30%
## 100      $5,729,248,472                                  97.10%
## 101     $17,510,141,171                                  75.60%
## 102     $14,786,156,563                                 105.00%
## 103      $7,593,752,450                                  99.90%
## 104     $14,180,444,557                                 101.10%
## 105  $1,258,286,717,125                                 105.80%
## 106        $401,932,279                                  97.20%
## 107     $11,955,435,457                                  90.60%
## 108     $13,852,850,259                                 104.00%
## 109      $5,494,736,901                                 100.00%
## 110    $118,725,279,596                                 113.90%
## 111     $14,934,159,926                                 112.60%
## 112     $76,085,852,617                                 112.30%
## 113     $12,366,527,719                                 124.20%
## 114     $30,641,380,604                                 142.10%
## 115    $909,070,395,161                                 104.20%
## 116    $206,928,765,544                                 100.00%
## 117     $12,520,915,291                                 120.60%
## 118     $12,928,145,120                                  74.70%
## 119    $448,120,428,859                                  84.70%
## 120     $32,100,000,000                                 112.80%
## 121    $403,336,363,636                                 100.30%
## 122     $76,983,094,928                                 103.40%
## 123    $304,400,000,000                                  94.30%
## 124     $66,800,800,000                                  94.40%
## 125     $24,969,611,435                                 108.50%
## 126     $38,145,288,940                                 104.40%
## 127    $226,848,050,820                                 106.90%
## 128    $376,795,508,680                                 107.50%
## 129    $592,164,400,688                                 100.00%
## 130    $237,686,075,635                                 106.20%
## 131    $183,466,208,791                                 103.80%
## 132    $250,077,444,017                                  85.20%
## 133  $1,699,876,578,871                                 102.60%
## 134     $10,122,472,590                                 133.00%
## 135      $2,122,450,630                                 102.60%
## 136        $825,385,185                                 113.40%
## 137        $850,655,017                                 110.50%
## 138    $792,966,838,162                                  99.80%
## 139     $23,578,084,052                                  81.00%
## 140     $51,409,167,351                                 100.30%
## 141      $1,698,843,063                                 100.40%
## 142      $3,941,474,311                                 112.80%
## 143    $372,062,527,489                                 100.60%
## 144    $105,422,304,976                                  98.70%
## 145     $53,742,159,517                                 100.40%
## 146      $1,425,074,226                                 106.20%
## 147      $4,720,727,278                                  23.40%
## 148    $351,431,649,241                                 100.90%
## 149  $2,029,000,000,000                                  98.10%
## 150  $1,394,116,310,769                                 102.70%
## 151     $84,008,783,756                                 100.20%
## 152     $18,902,284,476                                  76.80%
## 153      $3,985,250,737                                 108.80%
## 154    $530,832,908,738                                 126.60%
## 155    $703,082,435,360                                 105.20%
## 156     $40,405,006,007                                  81.70%
## 157      $8,116,626,794                                 100.90%
## 158     $63,177,068,175                                  94.20%
## 159    $543,649,976,166                                  99.80%
## 160      $1,673,540,300                                 115.30%
## 161      $5,459,979,417                                 123.80%
## 162        $450,353,314                                 116.30%
## 163     $24,100,202,834                                 106.20%
## 164     $38,797,709,924                                 115.40%
## 165    $754,411,708,203                                  93.20%
## 166     $40,761,142,857                                  88.40%
## 167     $34,387,229,486                                 102.70%
## 168    $153,781,069,118                                  99.00%
## 169    $421,142,267,938                                 108.40%
## 170  $2,827,113,184,696                                 101.20%
## 171 $21,427,700,000,000                                 101.80%
## 172     $56,045,912,952                                 108.50%
## 173     $57,921,286,440                                 104.20%
## 174        $917,058,851                                 109.30%
## 175    $482,359,318,768                                  97.20%
## 176    $261,921,244,843                                 110.60%
## 177     $26,914,402,224                                  93.60%
## 178     $23,064,722,446                                  98.70%
## 179     $21,440,758,800                                 109.90%
##     Gross.tertiary.education.enrollment.... Infant.mortality
## 1                                     9.70%             47.9
## 2                                    55.00%              7.8
## 3                                    51.40%             20.1
## 4                                     9.30%             51.6
## 5                                    24.80%              5.0
## 6                                    90.00%              8.8
## 7                                    54.60%             11.0
## 8                                   113.10%              3.1
## 9                                    85.10%              2.9
## 10                                   27.70%             19.2
## 11                                   15.10%              8.3
## 12                                   50.50%              6.1
## 13                                   20.60%             25.1
## 14                                   65.40%             11.3
## 15                                   87.40%              2.6
## 16                                   79.70%              2.9
## 17                                   24.70%             11.2
## 18                                   12.30%             60.5
## 19                                   15.60%             24.8
## 20                                                      21.8
## 21                                   23.30%              5.0
## 22                                   24.90%             30.0
## 23                                   51.30%             12.8
## 24                                   31.40%              9.8
## 25                                   71.00%              5.9
## 26                                    6.50%             49.0
## 27                                    6.10%             41.0
## 28                                    9.30%             59.4
## 29                                   23.60%             16.7
## 30                                   13.70%             24.0
## 31                                   12.80%             50.6
## 32                                   68.90%              4.3
## 33                                    3.00%             84.5
## 34                                    3.30%             71.4
## 35                                   88.50%              6.2
## 36                                   50.60%              7.4
## 37                                   55.30%             12.2
## 38                                    9.00%             51.3
## 39                                   12.70%             36.2
## 40                                   55.20%              7.6
## 41                                   67.90%              4.0
## 42                                   41.40%              3.7
## 43                                   75.90%              1.9
## 44                                   64.10%              2.7
## 45                                    6.60%             68.2
## 46                                   80.60%              3.6
## 47                                    5.30%             49.8
## 48                                   59.90%             24.1
## 49                                   44.90%             12.2
## 50                                   35.20%             18.1
## 51                                   29.40%             11.8
## 52                                    1.90%             62.6
## 53                                    3.40%             31.3
## 54                                   69.60%              2.1
## 55                                    8.10%             39.1
## 56                                   16.10%             21.6
## 57                                   88.20%              1.4
## 58                                   65.60%              3.4
## 59                                    8.30%             32.7
## 60                                    2.70%             39.0
## 61                                   63.90%              8.7
## 62                                   70.20%              3.1
## 63                                   15.70%             34.9
## 64                                  136.60%              3.6
## 65                                  104.60%             13.7
## 66                                   21.80%             22.1
## 67                                   11.60%             64.9
## 68                                    2.60%             54.0
## 69                                   11.60%             25.1
## 70                                    1.10%             49.5
## 71                                   26.20%             15.1
## 72                                   48.50%              3.6
## 73                                   71.80%              1.5
## 74                                   28.10%             29.9
## 75                                   36.30%             21.1
## 76                                   68.10%             12.4
## 77                                   16.20%             22.5
## 78                                   77.80%              3.1
## 79                                   63.40%              3.0
## 80                                   61.90%              2.6
## 81                                   27.10%             12.4
## 82                                   63.20%              1.8
## 83                                   34.40%             13.9
## 84                                   61.70%              8.8
## 85                                   11.50%             30.6
## 86                                                      41.2
## 87                                   54.40%              6.7
## 88                                   41.30%             16.9
## 89                                   15.00%             37.6
## 90                                   88.10%              3.3
## 91                                   26.30%              6.4
## 92                                   10.20%             65.7
## 93                                   11.90%             53.5
## 94                                   60.50%             10.2
## 95                                   72.40%              3.3
## 96                                   19.20%              1.9
## 97                                    5.40%             38.2
## 98                                    0.80%             35.3
## 99                                   45.10%              6.7
## 100                                  31.20%              7.4
## 101                                   4.50%             62.0
## 102                                  54.30%              6.1
## 103                                   5.00%             51.5
## 104                                  40.60%             13.6
## 105                                  40.20%             11.0
## 106                                  14.10%             25.6
## 107                                  39.80%             13.6
## 108                                  65.60%             14.0
## 109                                  56.10%              2.3
## 110                                  35.90%             19.2
## 111                                   7.30%             54.0
## 112                                  18.80%             36.8
## 113                                  22.90%             29.0
## 114                                  12.40%             26.7
## 115                                  85.00%              3.3
## 116                                  82.00%              4.7
## 117                                  17.40%             15.7
## 118                                   4.40%             48.0
## 119                                  10.20%             75.7
## 120                                  27.00%             13.7
## 121                                  82.00%              2.1
## 122                                  38.00%              9.8
## 123                                   9.00%             57.2
## 124                                  47.80%             13.1
## 125                                   1.80%             38.0
## 126                                  34.60%             17.2
## 127                                  70.70%             11.1
## 128                                  35.50%             22.5
## 129                                  67.80%              3.8
## 130                                  63.90%              3.1
## 131                                  17.90%              5.8
## 132                                  49.40%              6.1
## 133                                  81.90%              6.1
## 134                                   6.70%             27.0
## 135                                  14.10%             14.9
## 136                                  23.70%             14.8
## 137                                   7.60%             13.6
## 138                                  68.00%              6.0
## 139                                  12.80%             31.8
## 140                                  67.20%              4.8
## 141                                  17.10%             12.4
## 142                                   2.00%             78.5
## 143                                  84.80%              2.3
## 144                                  46.60%              4.6
## 145                                  78.60%              1.7
## 146                                                     17.1
## 147                                   2.50%             76.6
## 148                                  22.40%             28.5
## 149                                  94.30%              2.7
## 150                                  88.90%              2.5
## 151                                  19.60%              6.4
## 152                                  16.90%             42.1
## 153                                  12.60%             16.9
## 154                                  67.00%              2.2
## 155                                  59.60%              3.7
## 156                                  40.10%             14.0
## 157                                  31.30%             30.4
## 158                                   4.00%             37.6
## 159                                  49.30%              7.8
## 160                                  17.80%             39.3
## 161                                  14.50%             47.4
## 162                                   6.40%             13.4
## 163                                  12.00%             16.4
## 164                                  31.70%             14.6
## 165                                  23.90%              9.1
## 166                                   8.00%             39.3
## 167                                   4.80%             33.8
## 168                                  82.70%              7.5
## 169                                  36.80%              6.5
## 170                                  60.00%              3.6
## 171                                  88.20%              5.6
## 172                                  63.10%              6.4
## 173                                  10.10%             19.1
## 174                                   4.70%             22.3
## 175                                  79.30%             21.4
## 176                                  28.50%             16.5
## 177                                  10.20%             42.9
## 178                                   4.10%             40.4
## 179                                  10.00%             33.9
##                Largest.city Life.expectancy Maternal.mortality.ratio
## 1                     Kabul            64.5                      638
## 2                    Tirana            78.5                       15
## 3                   Algiers            76.7                      112
## 4                    Luanda            60.8                      241
## 5    St. John's, Saint John            76.9                       42
## 6              Buenos Aires            76.5                       39
## 7                   Yerevan            74.9                       26
## 8                    Sydney            82.7                        6
## 9                    Vienna            81.6                        5
## 10                     Baku            72.9                       26
## 11          Nassau, Bahamas            73.8                       70
## 12                    Riffa            77.2                       14
## 13                    Dhaka            72.3                      173
## 14               Bridgetown            79.1                       27
## 15                    Minsk            74.2                        2
## 16                 Brussels            81.6                        5
## 17              Belize City            74.5                       36
## 18                  Cotonou            61.5                      397
## 19                  Thimphu            71.5                      183
## 20  Santa Cruz de la Sierra            71.2                      155
## 21             Tuzla Canton            77.3                       10
## 22                 Gaborone            69.3                      144
## 23                    S����            75.7                       60
## 24                                     75.7                       31
## 25                    Sofia            74.9                       10
## 26              Ouagadougou            61.2                      320
## 27                Bujumbura            61.2                      548
## 28                  Abidjan            57.4                      617
## 29                    Praia            72.8                       58
## 30               Phnom Penh            69.6                      160
## 31                   Douala            58.9                      529
## 32                  Toronto            81.9                       10
## 33                   Bangui            52.8                      829
## 34                N'Djamena            54.0                     1140
## 35                 Santiago            80.0                       13
## 36                 Shanghai            77.0                       29
## 37                   Bogot�            77.1                       83
## 38          Moroni, Comoros            64.1                      273
## 39              Brazzaville            64.3                      378
## 40            San Jos������            80.1                       27
## 41                   Zagreb            78.1                        8
## 42                   Havana            78.7                       36
## 43            Statos�������            80.8                        6
## 44                   Prague            79.0                        3
## 45                 Kinshasa            60.4                      473
## 46               Copenhagen            81.0                        4
## 47            Djibouti City            66.6                      248
## 48            Santo Domingo            73.9                       95
## 49                    Quito            76.8                       59
## 50                    Cairo            71.8                       37
## 51             San Salvador            73.1                       46
## 52                   Malabo            58.4                      301
## 53                   Asmara            65.9                      480
## 54                  Tallinn            78.2                        9
## 55              Addis Ababa            66.2                      401
## 56                     Suva            67.3                       34
## 57                 Helsinki            81.7                        3
## 58                    Paris            82.5                        8
## 59               Libreville            66.2                      252
## 60                Serekunda            61.7                      597
## 61                  Tbilisi            73.6                       25
## 62                   Berlin            80.9                        7
## 63                    Accra            63.8                      308
## 64                Macedonia            81.3                        3
## 65    St. George's, Grenada            72.4                       25
## 66           Guatemala City            74.1                       95
## 67                   Kankan            61.2                      576
## 68                   Bissau            58.0                      667
## 69       Georgetown, Guyana            69.8                      169
## 70           Port-au-Prince            63.7                      480
## 71              Tegucigalpa            75.1                       65
## 72                 Budapest            75.8                       12
## 73                Reykjav��            82.7                        4
## 74                 Kurebhar            69.4                      145
## 75               Kalimantan            71.5                      177
## 76                   Tehran            76.5                       16
## 77                  Baghdad            70.5                       79
## 78                 Connacht            82.3                        5
## 79                Jerusalem            82.8                        3
## 80                     Rome            82.9                        2
## 81        Kingston, Jamaica            74.4                       80
## 82                    Tokyo            84.2                        5
## 83                    Amman            74.4                       46
## 84                   Almaty            73.2                       10
## 85                  Nairobi            66.3                      342
## 86             South Tarawa            68.1                       92
## 87              Kuwait City            75.4                       12
## 88                  Bishkek            71.4                       60
## 89                Vientiane            67.6                      185
## 90                     Riga            74.7                       19
## 91         Tripoli, Lebanon            78.9                       29
## 92                   Maseru            53.7                      544
## 93                 Monrovia            63.7                      661
## 94                                     72.7                       72
## 95                  Vilnius            75.7                        8
## 96          Luxembourg City            82.1                        5
## 97             Antananarivo            66.7                      335
## 98                 Lilongwe            63.8                      349
## 99              Johor Bahru            76.0                       29
## 100                    Mal�            78.6                       53
## 101                  Bamako            58.9                      562
## 102              Birkirkara            82.3                        6
## 103              Nouakchott            64.7                      766
## 104              Port Louis            74.4                       61
## 105             Mexico City            75.0                       33
## 106                 Palikir            67.8                       88
## 107                 Chi����            71.8                       19
## 108             Ulaanbaatar            69.7                       45
## 109               Podgorica            76.8                        6
## 110              Casablanca            76.5                       70
## 111                  Maputo            60.2                      289
## 112                  Yangon            66.9                      250
## 113                Windhoek            63.4                      195
## 114               Kathmandu            70.5                      186
## 115               Amsterdam            81.8                        5
## 116                Auckland            81.9                        9
## 117                 Managua            74.3                       98
## 118                  Niamey            62.0                      509
## 119                   Lagos            54.3                      917
## 120               Pyongyang            72.1                       89
## 121                    Oslo            82.8                        2
## 122                    Seeb            77.6                       19
## 123                 Karachi            67.1                      140
## 124             Panama City            78.3                       52
## 125            Port Moresby            64.3                      145
## 126         Ciudad del Este            74.1                      129
## 127                    Lima            76.5                       88
## 128                  Manila            71.1                      121
## 129                  Warsaw            77.6                        2
## 130                  Lisbon            81.3                        8
## 131                    Doha            80.1                        9
## 132               Bucharest            75.4                       19
## 133                  Moscow            72.7                       17
## 134                  Kigali            68.7                      248
## 135                Castries            76.1                      117
## 136               Calliaqua            72.4                       68
## 137                    Apia            73.2                       43
## 138                  Riyadh            75.0                       17
## 139                  Pikine            67.7                      315
## 140                Belgrade            75.5                       12
## 141    Victoria, Seychelles            72.8                       53
## 142                Freetown            54.3                     1120
## 143                                    83.1                        8
## 144              Bratislava            77.2                        5
## 145               Ljubljana            81.0                        7
## 146                 Honiara            72.8                      104
## 147                  Bosaso            57.1                      829
## 148            Johannesburg            63.9                      119
## 149                   Seoul            82.6                       11
## 150                  Madrid            83.3                        4
## 151                 Colombo            76.8                       36
## 152                Omdurman            65.1                      295
## 153              Paramaribo            71.6                      120
## 154                  S�����            82.5                        4
## 155                    Z���            83.6                        5
## 156                Damascus            71.8                       31
## 157                Dushanbe            70.9                       17
## 158           Dar es Salaam            65.0                      524
## 159                 Bangkok            76.9                       37
## 160                    Dili            69.3                      142
## 161                    Lom�            60.8                      396
## 162                Nuku����            70.8                       52
## 163               Chaguanas            73.4                       67
## 164                   Tunis            76.5                       43
## 165                Istanbul            77.4                       17
## 166                Ashgabat            68.1                        7
## 167                 Buganda            63.0                      375
## 168                    Kyiv            71.6                       19
## 169                   Dubai            77.8                        3
## 170                  London            81.3                        7
## 171           New York City            78.5                       19
## 172              Montevideo            77.8                       17
## 173                Tashkent            71.6                       29
## 174               Port Vila            70.3                       72
## 175                 Caracas            72.1                      125
## 176        Ho Chi Minh City            75.3                       43
## 177                   Sanaa            66.1                      164
## 178                  Lusaka            63.5                      213
## 179                  Harare            61.2                      458
##     Minimum.wage      Official.language Out.of.pocket.health.expenditure
## 1         $0.43                  Pashto                           78.40%
## 2         $1.12                Albanian                           56.90%
## 3         $0.95                  Arabic                           28.10%
## 4         $0.71              Portuguese                           33.40%
## 5         $3.04                 English                           24.30%
## 6         $3.35                 Spanish                           17.60%
## 7         $0.66                Armenian                           81.60%
## 8        $13.59                    None                           19.60%
## 9                                German                           17.90%
## 10        $0.47    Azerbaijani language                           78.60%
## 11        $5.25                 English                           27.80%
## 12                               Arabic                           25.10%
## 13        $0.51                 Bengali                           71.80%
## 14        $3.13                 English                           45.20%
## 15        $1.49                 Russian                           34.50%
## 16       $10.31                  French                           17.60%
## 17        $1.65                 English                           22.70%
## 18        $0.39                  French                           40.50%
## 19        $0.32                Dzongkha                           19.80%
## 20        $1.36                 Spanish                           25.90%
## 21        $1.04                 Bosnian                           28.60%
## 22        $0.29                 English                            5.30%
## 23        $1.53              Portuguese                           28.30%
## 24                                Malay                            6.00%
## 25        $1.57               Bulgarian                           47.70%
## 26        $0.34                  French                           36.10%
## 27                              Kirundi                           19.10%
## 28        $0.36                  French                           36.00%
## 29        $0.68              Portuguese                           23.20%
## 30                       Khmer language                           59.40%
## 31        $0.35                  French                           69.70%
## 32        $9.51                  French                           14.60%
## 33        $0.37                  French                           39.60%
## 34        $0.60                  French                           56.40%
## 35        $2.00                 Spanish                           32.20%
## 36        $0.87        Standard Chinese                           32.40%
## 37        $1.23                 Spanish                           18.30%
## 38        $0.71                  French                           74.80%
## 39        $0.88                  French                           43.80%
## 40        $1.84                 Spanish                           21.50%
## 41        $2.92                Croatian                           15.20%
## 42        $0.05                 Spanish                                 
## 43                                Greek                           43.90%
## 44        $3.00                   Czech                           14.80%
## 45        $0.18                  French                           37.40%
## 46                               Danish                           13.70%
## 47                               French                           20.40%
## 48        $0.40                 Spanish                           43.70%
## 49        $2.46                 Spanish                           43.70%
## 50               Modern Standard Arabic                           62.00%
## 51        $0.50                 Spanish                           27.90%
## 52        $1.05                 Spanish                           72.00%
## 53                             Tigrinya                           52.40%
## 54        $3.14                Estonian                           22.80%
## 55                              Amharic                           37.80%
## 56        $1.28              Fiji Hindi                           21.40%
## 57                              Swedish                           19.90%
## 58       $11.16                  French                            6.80%
## 59        $1.46                  French                           25.90%
## 60        $0.13                 English                           20.30%
## 61        $0.05                Georgian                           57.30%
## 62        $9.99                  German                           12.50%
## 63        $0.27                 English                           36.10%
## 64        $4.46                   Greek                           35.50%
## 65                              English                           57.00%
## 66        $1.60                 Spanish                           55.80%
## 67                               French                           54.50%
## 68        $0.16              Portuguese                           37.20%
## 69        $0.98                 English                           40.50%
## 70        $0.25                  French                           36.30%
## 71        $1.01                 Spanish                           49.10%
## 72        $2.62               Hungarian                           29.00%
## 73                            Icelandic                           17.00%
## 74        $0.30                   Hindi                           65.10%
## 75        $0.48              Indonesian                           48.30%
## 76        $1.58                 Persian                           39.70%
## 77        $1.24                  Arabic                           76.50%
## 78       $10.79                   Irish                           15.20%
## 79        $7.58                  Hebrew                           24.40%
## 80                              Italian                           22.80%
## 81        $1.33        Jamaican English                           23.70%
## 82        $6.77                    None                           13.10%
## 83        $1.49                  Arabic                           25.10%
## 84        $0.41                 Russian                           38.80%
## 85        $0.25                 Swahili                           33.40%
## 86                              English                            0.20%
## 87        $0.95  Modern Standard Arabic                           14.40%
## 88        $0.09                 Russian                           48.20%
## 89        $0.83                     Lao                           45.40%
## 90        $2.80                 Latvian                           41.60%
## 91        $2.15                  Arabic                           32.10%
## 92        $0.41                 English                           16.90%
## 93        $0.17                 English                           19.60%
## 94        $1.88                  Arabic                           36.70%
## 95        $2.41              Lithuanian                           32.10%
## 96       $13.05           Luxembourgish                           10.60%
## 97        $0.21                  French                           21.70%
## 98        $0.12                 English                           11.00%
## 99        $0.93      Malaysian language                           36.70%
## 100                              Divehi                           16.40%
## 101       $0.23                  French                           46.30%
## 102       $5.07                 Maltese                           37.10%
## 103       $0.53                  Arabic                           48.20%
## 104       $0.38                  French                           50.70%
## 105       $0.49                    None                           41.40%
## 106                             English                            2.50%
## 107       $0.31                Romanian                           46.20%
## 108       $0.65               Mongolian                           39.30%
## 109       $1.23    Montenegrin language                           31.80%
## 110       $1.60                  Arabic                           53.10%
## 111       $0.27              Portuguese                            6.80%
## 112       $0.39                 Burmese                           73.90%
## 113                             English                            8.30%
## 114       $0.36                  Nepali                           60.40%
## 115      $10.29                   Dutch                           12.30%
## 116      $11.49                 English                           12.60%
## 117       $0.54                 Spanish                           36.00%
## 118       $0.29                  French                           52.30%
## 119       $0.54                 English                           72.20%
## 120                              Korean                                 
## 121                           Norwegian                           14.30%
## 122       $4.33                  Arabic                            6.40%
## 123       $0.69                    Urdu                           66.50%
## 124       $1.53                 Spanish                           30.50%
## 125       $1.16               Tok Pisin                            5.80%
## 126       $1.55                 Spanish                           36.50%
## 127       $1.28                 Spanish                           30.90%
## 128       $1.12                 English                           53.50%
## 129       $2.93                  Polish                           23.20%
## 130       $3.78              Portuguese                           27.70%
## 131                              Arabic                            6.20%
## 132       $2.25                Romanian                           21.30%
## 133       $0.53                 Russian                           36.40%
## 134                             Swahili                           26.00%
## 135                             English                           48.40%
## 136       $1.16                 English                           21.40%
## 137       $0.78                  Samoan                           11.50%
## 138       $3.85                  Arabic                           15.00%
## 139       $0.31                  French                           44.20%
## 140       $1.57                 Serbian                           40.60%
## 141       $2.00                  French                            2.50%
## 142       $0.57                 English                           38.20%
## 143                               Malay                           36.70%
## 144       $3.11                  Slovak                           18.40%
## 145       $5.25        Slovene language                           12.50%
## 146       $0.40                 English                            3.30%
## 147                              Arabic                                 
## 148                           Afrikaans                            7.70%
## 149       $6.49                  Korean                           36.80%
## 150       $5.60                 Spanish                           24.20%
## 151       $0.35                   Tamil                           38.40%
## 152       $0.41                  Arabic                           63.20%
## 153                               Dutch                           10.10%
## 154                             Swedish                           15.20%
## 155                              German                           28.30%
## 156       $1.02                  Arabic                           53.70%
## 157       $0.23                 Persian                           63.10%
## 158       $0.09                 Swahili                           26.10%
## 159       $1.06                    Thai                           11.80%
## 160       $0.60              Portuguese                           10.20%
## 161       $0.34                  French                           51.00%
## 162                     Tongan Language                           10.20%
## 163       $2.25                 English                           37.30%
## 164       $0.47                  Arabic                           39.80%
## 165       $3.45                 Turkish                           16.90%
## 166       $0.88                 Turkmen                           71.10%
## 167       $0.01                 Swahili                           40.50%
## 168       $0.84               Ukrainian                           47.80%
## 169                              Arabic                           17.80%
## 170      $10.13                 English                           14.80%
## 171       $7.25                    None                           11.10%
## 172       $1.66                 Spanish                           16.20%
## 173       $0.24                   Uzbek                           42.70%
## 174       $1.56                  French                            8.90%
## 175       $0.01                 Spanish                           45.80%
## 176       $0.73              Vietnamese                           43.50%
## 177                              Arabic                           81.00%
## 178       $0.24                 English                           27.50%
## 179                               Shona                           25.80%
##     Physicians.per.thousand    Population
## 1                      0.28    38,041,754
## 2                      1.20     2,854,191
## 3                      1.72    43,053,054
## 4                      0.21    31,825,295
## 5                      2.76        97,118
## 6                      3.96    44,938,712
## 7                      4.40     2,957,731
## 8                      3.68    25,766,605
## 9                      5.17     8,877,067
## 10                     3.45    10,023,318
## 11                     1.94       389,482
## 12                     0.93     1,501,635
## 13                     0.58   167,310,838
## 14                     2.48       287,025
## 15                     5.19     9,466,856
## 16                     3.07    11,484,055
## 17                     1.12       390,353
## 18                     0.08    11,801,151
## 19                     0.42       727,145
## 20                     1.59    11,513,100
## 21                     2.16     3,301,000
## 22                     0.37     2,346,179
## 23                     2.15   212,559,417
## 24                     1.61       433,285
## 25                     4.03     6,975,761
## 26                     0.08    20,321,378
## 27                     0.10    11,530,580
## 28                     0.23    25,716,544
## 29                     0.77       483,628
## 30                     0.17    16,486,542
## 31                     0.09    25,876,380
## 32                     2.61    36,991,981
## 33                     0.06     4,745,185
## 34                     0.04    15,946,876
## 35                     2.59    18,952,038
## 36                     1.98 1,397,715,000
## 37                     2.18    50,339,443
## 38                     0.27       850,886
## 39                     0.12     5,380,508
## 40                     2.89     5,047,561
## 41                     3.00     4,067,500
## 42                     8.42    11,333,483
## 43                     1.95     1,198,575
## 44                     4.12    10,669,709
## 45                     0.07    86,790,567
## 46                     4.01     5,818,553
## 47                     0.22       973,560
## 48                     1.56    10,738,958
## 49                     2.04    17,373,662
## 50                     0.45   100,388,073
## 51                     1.57     6,453,553
## 52                     0.40     1,355,986
## 53                     0.06     6,333,135
## 54                     4.48     1,331,824
## 55                     0.08   112,078,730
## 56                     0.84       889,953
## 57                     3.81     5,520,314
## 58                     3.27    67,059,887
## 59                     0.68     2,172,579
## 60                     0.10     2,347,706
## 61                     7.12     3,720,382
## 62                     4.25    83,132,799
## 63                     0.14    30,792,608
## 64                     5.48    10,716,322
## 65                     1.41       112,003
## 66                     0.35    16,604,026
## 67                     0.08    12,771,246
## 68                     0.13     1,920,922
## 69                     0.80       782,766
## 70                     0.23    11,263,077
## 71                     0.31     9,746,117
## 72                     3.41     9,769,949
## 73                     4.08       361,313
## 74                     0.86 1,366,417,754
## 75                     0.43   270,203,917
## 76                     1.58    82,913,906
## 77                     0.71    39,309,783
## 78                     3.31     5,007,069
## 79                     4.62     9,053,300
## 80                     3.98    60,297,396
## 81                     1.31     2,948,279
## 82                     2.41   126,226,568
## 83                     2.32    10,101,694
## 84                     3.25    18,513,930
## 85                     0.16    52,573,973
## 86                     0.20       117,606
## 87                     2.58     4,207,083
## 88                     1.88     6,456,900
## 89                     0.37     7,169,455
## 90                     3.19     1,912,789
## 91                     2.10     6,855,713
## 92                     0.07     2,125,268
## 93                     0.04     4,937,374
## 94                     2.09     6,777,452
## 95                     6.35     2,786,844
## 96                     3.01       645,397
## 97                     0.18    26,969,307
## 98                     0.04    18,628,747
## 99                     1.51    32,447,385
## 100                    4.56       530,953
## 101                    0.13    19,658,031
## 102                    2.86       502,653
## 103                    0.19     4,525,696
## 104                    2.53     1,265,711
## 105                    2.38   126,014,024
## 106                    0.18       113,815
## 107                    3.21     2,657,637
## 108                    2.86     3,225,167
## 109                    2.76       622,137
## 110                    0.73    36,910,560
## 111                    0.08    30,366,036
## 112                    0.68    54,045,420
## 113                    0.42     2,494,530
## 114                    0.75    28,608,710
## 115                    3.61    17,332,850
## 116                    3.59     4,841,000
## 117                    0.98     6,545,502
## 118                    0.04    23,310,715
## 119                    0.38   200,963,599
## 120                    3.67    25,666,161
## 121                    2.92     5,347,896
## 122                    2.00     5,266,535
## 123                    0.98   216,565,318
## 124                    1.57     4,246,439
## 125                    0.07     8,776,109
## 126                    1.35     7,044,636
## 127                    1.27    32,510,453
## 128                    0.60   108,116,615
## 129                    2.38    37,970,874
## 130                    5.12    10,269,417
## 131                    2.49     2,832,067
## 132                    2.98    19,356,544
## 133                    4.01   144,373,535
## 134                    0.13    12,626,950
## 135                    0.64       182,790
## 136                    0.66       100,455
## 137                    0.34       202,506
## 138                    2.61    34,268,528
## 139                    0.07    16,296,364
## 140                    3.11     6,944,975
## 141                    0.95        97,625
## 142                    0.03     7,813,215
## 143                    2.29     5,703,569
## 144                    3.42     5,454,073
## 145                    3.09     2,087,946
## 146                    0.19       669,823
## 147                    0.02    15,442,905
## 148                    0.91    58,558,270
## 149                    2.36    51,709,098
## 150                    3.87    47,076,781
## 151                    1.00    21,803,000
## 152                    0.26    42,813,238
## 153                    1.21       581,372
## 154                    3.98    10,285,453
## 155                    4.30     8,574,832
## 156                    1.22    17,070,135
## 157                    1.70     9,321,018
## 158                    0.01    58,005,463
## 159                    0.81    69,625,582
## 160                    0.72     3,500,000
## 161                    0.08     8,082,366
## 162                    0.52       100,209
## 163                    4.17     1,394,973
## 164                    1.30    11,694,719
## 165                    1.85    83,429,615
## 166                    2.22     5,942,089
## 167                    0.17    44,269,594
## 168                    2.99    44,385,155
## 169                    2.53     9,770,529
## 170                    2.81    66,834,405
## 171                    2.61   328,239,523
## 172                    5.05     3,461,734
## 173                    2.37    33,580,650
## 174                    0.17       299,882
## 175                    1.92    28,515,829
## 176                    0.82    96,462,106
## 177                    0.31    29,161,922
## 178                    1.19    17,861,030
## 179                    0.21    14,645,468
##     Population..Labor.force.participation.... Tax.revenue.... Total.tax.rate
## 1                                      48.90%           9.30%         71.40%
## 2                                      55.70%          18.60%         36.60%
## 3                                      41.20%          37.20%         66.10%
## 4                                      77.50%           9.20%         49.10%
## 5                                                      16.50%         43.00%
## 6                                      61.30%          10.10%        106.30%
## 7                                      55.60%          20.90%         22.60%
## 8                                      65.50%          23.00%         47.40%
## 9                                      60.70%          25.40%         51.40%
## 10                                     66.50%          13.00%         40.70%
## 11                                     74.60%          14.80%         33.80%
## 12                                     73.40%           4.20%         13.80%
## 13                                     59.00%           8.80%         33.40%
## 14                                     65.20%          27.50%         35.60%
## 15                                     64.10%          14.70%         53.30%
## 16                                     53.60%          24.00%         55.40%
## 17                                     65.10%          26.30%         31.10%
## 18                                     70.90%          10.80%         48.90%
## 19                                     66.70%          16.00%         35.30%
## 20                                     71.80%          17.00%         83.70%
## 21                                     46.40%          20.40%         23.70%
## 22                                     70.80%          19.50%         25.10%
## 23                                     63.90%          14.20%         65.10%
## 24                                     64.70%                          8.00%
## 25                                     55.40%          20.20%         28.30%
## 26                                     66.40%          15.00%         41.30%
## 27                                     79.20%          13.60%         41.20%
## 28                                     57.00%          11.80%         50.10%
## 29                                     60.50%          20.10%         37.50%
## 30                                     82.30%          17.10%         23.10%
## 31                                     76.10%          12.80%         57.70%
## 32                                     65.10%          12.80%         24.50%
## 33                                     72.00%           8.60%         73.30%
## 34                                     70.70%                         63.50%
## 35                                     62.60%          18.20%         34.00%
## 36                                     68.00%           9.40%         59.20%
## 37                                     68.80%          14.40%         71.20%
## 38                                     43.30%                        219.60%
## 39                                     69.40%           9.00%         54.30%
## 40                                     62.10%          13.60%         58.30%
## 41                                     51.20%          22.00%         20.50%
## 42                                     53.60%                               
## 43                                     63.10%          24.50%         22.40%
## 44                                     60.60%          14.90%         46.10%
## 45                                     63.50%          10.70%         50.70%
## 46                                     62.20%          32.40%         23.80%
## 47                                     60.20%                         37.90%
## 48                                     64.30%          13.00%         48.80%
## 49                                     68.00%                         34.40%
## 50                                     46.40%          12.50%         44.40%
## 51                                     59.10%          18.10%         36.40%
## 52                                     62.00%           6.10%         79.40%
## 53                                     78.40%                         83.70%
## 54                                     63.60%          20.90%         47.80%
## 55                                     79.60%           7.50%         37.70%
## 56                                     57.60%          24.20%         32.10%
## 57                                     59.10%          20.80%         36.60%
## 58                                     55.10%          24.20%         60.70%
## 59                                     52.90%          10.20%         47.10%
## 60                                     59.40%           9.40%         48.40%
## 61                                     68.30%          21.70%          9.90%
## 62                                     60.80%          11.50%         48.80%
## 63                                     67.80%          12.60%         55.40%
## 64                                     51.80%          26.20%         51.90%
## 65                                                     19.40%         47.80%
## 66                                     62.30%          10.60%         35.20%
## 67                                     61.50%          10.80%         69.30%
## 68                                     72.00%          10.30%         45.50%
## 69                                     56.20%                         30.60%
## 70                                     67.20%                         42.70%
## 71                                     68.80%          17.30%         39.10%
## 72                                     56.50%          23.00%         37.90%
## 73                                     75.00%          23.30%         31.90%
## 74                                     49.30%          11.20%         49.70%
## 75                                     67.50%          10.20%         30.10%
## 76                                     44.70%           7.40%         44.70%
## 77                                     43.00%           2.00%         30.80%
## 78                                     62.10%          18.30%         26.10%
## 79                                     64.00%          23.10%         25.30%
## 80                                     49.60%          24.30%         59.10%
## 81                                     66.00%          26.80%         35.10%
## 82                                     61.70%          11.90%         46.70%
## 83                                     39.30%          15.10%         28.60%
## 84                                     68.80%          11.70%         28.40%
## 85                                     74.70%          15.10%         37.20%
## 86                                                     22.00%         32.70%
## 87                                     73.50%           1.40%         13.00%
## 88                                     59.80%          18.00%         29.00%
## 89                                     78.50%          12.90%         24.10%
## 90                                     61.40%          22.90%         38.10%
## 91                                     47.00%          15.30%         32.20%
## 92                                     67.90%          31.60%         13.60%
## 93                                     76.30%          12.90%         46.20%
## 94                                     49.70%                         32.60%
## 95                                     61.60%          16.90%         42.60%
## 96                                     59.30%          26.50%         20.40%
## 97                                     86.10%          10.20%         38.30%
## 98                                     76.70%          17.30%         34.50%
## 99                                     64.30%          12.00%         38.70%
## 100                                    69.80%          19.50%         30.20%
## 101                                    70.80%          11.60%         54.50%
## 102                                    56.50%          26.20%         44.00%
## 103                                    45.90%                         67.00%
## 104                                    58.30%          19.10%         22.20%
## 105                                    60.70%          13.10%         55.10%
## 106                                                    25.20%         60.50%
## 107                                    43.10%          17.70%         38.70%
## 108                                    59.70%          16.80%         25.70%
## 109                                    54.40%                         22.20%
## 110                                    45.30%          21.90%         45.80%
## 111                                    78.10%           0.00%         36.10%
## 112                                    61.70%           5.40%         31.20%
## 113                                    59.50%          27.10%         20.70%
## 114                                    83.80%          20.70%         41.80%
## 115                                    63.60%          23.00%         41.20%
## 116                                    69.90%          29.00%         34.60%
## 117                                    66.40%          15.60%         60.60%
## 118                                    72.00%          11.80%         47.20%
## 119                                    52.90%           1.50%         34.80%
## 120                                    80.40%                               
## 121                                    63.80%          23.90%         36.20%
## 122                                    72.40%           2.50%         27.40%
## 123                                    52.60%           9.20%         33.90%
## 124                                    66.60%                         37.20%
## 125                                    47.20%          13.60%         37.10%
## 126                                    72.10%          10.00%         35.00%
## 127                                    77.60%          14.30%         36.80%
## 128                                    59.60%          14.00%         43.10%
## 129                                    56.70%          17.40%         40.80%
## 130                                    58.80%          22.80%         39.80%
## 131                                    86.80%          14.70%         11.30%
## 132                                    54.70%          14.60%         20.00%
## 133                                    61.80%          11.40%         46.20%
## 134                                    83.70%          14.30%         33.20%
## 135                                    67.10%          18.20%         34.70%
## 136                                    65.90%          25.40%         37.00%
## 137                                    43.70%          25.50%         19.30%
## 138                                    55.90%           8.90%         15.70%
## 139                                    45.70%          16.30%         44.80%
## 140                                    54.90%          18.60%         36.60%
## 141                                                    34.10%         30.10%
## 142                                    57.90%           8.60%         30.70%
## 143                                    70.50%          13.10%         21.00%
## 144                                    59.50%          18.70%         49.70%
## 145                                    58.40%          18.60%         31.00%
## 146                                    83.80%          29.50%         32.00%
## 147                                    47.40%           0.00%               
## 148                                    56.00%          27.50%         29.20%
## 149                                    63.00%          15.60%         33.20%
## 150                                    57.50%          14.20%         47.00%
## 151                                    53.90%          11.90%         55.20%
## 152                                    48.40%           8.00%         45.40%
## 153                                    51.10%          19.50%         27.90%
## 154                                    64.60%          27.90%         49.10%
## 155                                    68.30%          10.10%         28.80%
## 156                                    44.10%          14.20%         42.70%
## 157                                    42.00%           9.80%         67.30%
## 158                                    83.40%          11.50%         43.80%
## 159                                    67.30%          14.90%         29.50%
## 160                                    67.30%          25.00%         17.30%
## 161                                    77.60%          16.90%         48.20%
## 162                                    59.80%          22.30%         27.50%
## 163                                    60.00%          19.50%         40.50%
## 164                                    46.10%          21.10%         60.70%
## 165                                    52.80%          17.90%         42.30%
## 166                                    64.50%                               
## 167                                    70.30%          11.70%         33.70%
## 168                                    54.20%          20.10%         45.20%
## 169                                    82.10%           0.10%         15.90%
## 170                                    62.80%          25.50%         30.60%
## 171                                    62.00%           9.60%         36.60%
## 172                                    64.00%          20.10%         41.80%
## 173                                    65.10%          14.80%         31.60%
## 174                                    69.90%          17.80%          8.50%
## 175                                    59.70%                         73.30%
## 176                                    77.40%          19.10%         37.60%
## 177                                    38.00%                         26.60%
## 178                                    74.60%          16.20%         15.60%
## 179                                    83.10%          20.70%         31.60%
##     Unemployment.rate Urban_population   Latitude   Longitude
## 1              11.12%        9,797,273  33.939110   67.709953
## 2              12.33%        1,747,593  41.153332   20.168331
## 3              11.70%       31,510,100  28.033886    1.659626
## 4               6.89%       21,061,025 -11.202692   17.873887
## 5                               23,800  17.060816  -61.796428
## 6               9.79%       41,339,571 -38.416097  -63.616672
## 7              16.99%        1,869,848  40.069099   45.038189
## 8               5.27%       21,844,756 -25.274398  133.775136
## 9               4.67%        5,194,416  47.516231   14.550072
## 10              5.51%        5,616,165  40.143105   47.576927
## 11             10.36%          323,784  25.034280  -77.396280
## 12              0.71%        1,467,109  26.066700   50.557700
## 13              4.19%       60,987,417  23.684994   90.356331
## 14             10.33%           89,431  13.193887  -59.543198
## 15              4.59%        7,482,982  53.709807   27.953389
## 16              5.59%       11,259,082  50.503887    4.469936
## 17              6.41%          179,039  17.189877  -88.497650
## 18              2.23%        5,648,149   9.307690    2.315834
## 19              2.34%          317,538  27.514162   90.433601
## 20              3.50%        8,033,035 -16.290154  -63.588653
## 21             18.42%        1,605,144  43.915886   17.679076
## 22             18.19%        1,616,550 -22.328474   24.684866
## 23             12.08%      183,241,641 -14.235004  -51.925280
## 24              9.12%          337,711   4.535277  114.727669
## 25              4.34%        5,256,027  42.733883   25.485830
## 26              6.26%        6,092,349  12.238333   -1.561593
## 27              1.43%        1,541,177  -3.373056   29.918886
## 28              3.32%       13,176,900   7.539989   -5.547080
## 29             12.25%          364,029  16.538800  -23.041800
## 30              0.68%        3,924,621  12.565679  104.990963
## 31              3.38%       14,741,256   7.369722   12.354722
## 32              5.56%       30,628,482  56.130366 -106.346771
## 33              3.68%        1,982,064   6.611111   20.939444
## 34              1.89%        3,712,273  15.454166   18.732207
## 35              7.09%       16,610,135 -35.675147  -71.542969
## 36              4.32%      842,933,962  35.861660  104.195397
## 37              9.71%       40,827,302   4.570868  -74.297333
## 38              4.34%          248,152 -11.645500   43.333300
## 39              9.47%        3,625,010  -0.228021   15.827659
## 40             11.85%        4,041,885   9.748917  -83.753428
## 41              6.93%        2,328,318  45.100000   15.200000
## 42              1.64%        8,739,135  21.521757  -77.781167
## 43              7.27%          800,708  35.126413   33.429859
## 44              1.93%        7,887,156  49.817492   15.472962
## 45              4.24%       39,095,679  -4.038333   21.758664
## 46              4.91%        5,119,978  56.263920    9.501785
## 47             10.30%          758,549  11.825138   42.590275
## 48              5.84%        8,787,475  18.735693  -70.162651
## 49              3.97%       11,116,711  -1.831239  -78.183406
## 50             10.76%       42,895,824  26.820553   30.802498
## 51              4.11%        4,694,702  13.794185  -88.896530
## 52              6.43%          984,812   1.650801   10.267895
## 53              5.14%        1,149,670  15.179384   39.782334
## 54              5.11%          916,024  58.595272   25.013607
## 55              2.08%       23,788,710   9.145000   40.489673
## 56              4.10%          505,048 -17.713371  178.065032
## 57              6.59%        4,716,888  61.924110   25.748151
## 58              8.43%       54,123,364  46.227638    2.213749
## 59             20.00%        1,949,694  -0.803689   11.609444
## 60              9.06%        1,453,958  13.443182  -15.310139
## 61             14.40%        2,196,476  42.315407   43.356892
## 62              3.04%       64,324,835  51.165691   10.451526
## 63              4.33%       17,249,054   7.946527   -1.023194
## 64             17.24%        8,507,474  39.074208   21.824312
## 65                              40,765  12.116500  -61.679000
## 66              2.46%        8,540,945  15.783471  -90.230759
## 67              4.30%        4,661,505   9.945587   -9.696645
## 68              2.47%          840,922  11.803749  -15.180413
## 69             11.85%          208,912   4.860416  -58.930180
## 70             13.78%        6,328,948  18.971187  -72.285215
## 71              5.39%        5,626,433  15.199999  -86.241905
## 72              3.40%        6,999,582  47.162494   19.503304
## 73              2.84%          339,110  64.963051  -19.020835
## 74              5.36%      471,031,528  20.593684   78.962880
## 75              4.69%      151,509,724  -0.789275  113.921327
## 76             11.38%       62,509,623  32.427908   53.688046
## 77             12.82%       27,783,368  33.223191   43.679291
## 78              4.93%        3,133,123  53.412910   -8.243890
## 79              3.86%        8,374,393  31.046051   34.851612
## 80              9.89%       42,651,966  41.871940   12.567380
## 81              8.00%        1,650,594  18.109581  -77.297508
## 82              2.29%      115,782,416  36.204824  138.252924
## 83             14.72%        9,213,048  30.585164   36.238414
## 84              4.59%       10,652,915  48.019573   66.923684
## 85              2.64%       14,461,523  -0.023559   37.906193
## 86                              64,489   1.836898 -157.376832
## 87              2.18%        4,207,083  29.311660   47.481766
## 88              6.33%        2,362,644  41.204380   74.766098
## 89              0.63%        2,555,552  19.856270  102.495496
## 90              6.52%        1,304,943  56.879635   24.603189
## 91              6.23%        6,084,994  33.854721   35.862285
## 92             23.41%          607,508 -29.609988   28.233608
## 93              2.81%        2,548,426   6.428055   -9.429499
## 94             18.56%        5,448,597  26.335100   17.228331
## 95              6.35%        1,891,013  55.169438   23.881275
## 96              5.36%          565,488  49.815273    6.129583
## 97              1.76%       10,210,849 -18.766947   46.869107
## 98              5.65%        3,199,301 -13.254308   34.301525
## 99              3.32%       24,475,766   4.210484  101.975766
## 100             6.14%          213,645   3.202778   73.220680
## 101             7.22%        8,479,688  17.570692   -3.996166
## 102             3.47%          475,902  35.937496   14.375416
## 103             9.55%        2,466,821  21.007890  -10.940835
## 104             6.67%          515,980 -20.348404   57.552152
## 105             3.42%      102,626,859  23.634501 -102.552784
## 106                             25,963   7.425554  150.550812
## 107             5.47%        1,135,502  47.411631   28.369885
## 108             6.01%        2,210,626  46.862496  103.846656
## 109            14.88%          417,765  42.708678   19.374390
## 110             9.02%       22,975,026  31.791702   -7.092620
## 111             3.24%       11,092,106 -18.665695   35.529562
## 112             1.58%       16,674,093  21.916221   95.955974
## 113            20.27%        1,273,258 -22.957640   18.490410
## 114             1.41%        5,765,513  28.394857   84.124008
## 115             3.20%       15,924,729  52.132633    5.291266
## 116             4.07%        4,258,860 -40.900557  174.885971
## 117             6.84%        3,846,137  12.865416  -85.207229
## 118             0.47%        3,850,231  17.607789    8.081666
## 119             8.10%      102,806,948   9.081999    8.675277
## 120             2.74%       15,947,412  40.339852  127.510093
## 121             3.35%        4,418,218  60.472024    8.468946
## 122             2.67%        4,250,777  21.473533   55.975413
## 123             4.45%       79,927,762  30.375321   69.345116
## 124             3.90%        2,890,084   8.537981  -80.782127
## 125             2.46%        1,162,834  -6.314993  143.955550
## 126             4.81%        4,359,150 -23.442503  -58.443832
## 127             3.31%       25,390,339  -9.189967  -75.015152
## 128             2.15%       50,975,903  12.879721  121.774017
## 129             3.47%       22,796,574  51.919438   19.145136
## 130             6.33%        6,753,579  39.399872   -8.224454
## 131             0.09%        2,809,071  25.354826   51.183884
## 132             3.98%       10,468,793  45.943161   24.966760
## 133             4.59%      107,683,889  61.524010  105.318756
## 134             1.03%        2,186,104  -1.940278   29.873888
## 135            20.71%           34,280  13.909444  -60.978893
## 136            18.88%           58,185  12.984305  -61.287228
## 137             8.36%           35,588 -13.759029 -172.104629
## 138             5.93%       28,807,838  23.885942   45.079162
## 139             6.60%        7,765,706  14.497401  -14.452362
## 140            12.69%        3,907,243  44.016521   21.005859
## 141                             55,762  -4.679574   55.491977
## 142             4.43%        3,319,366   8.460555  -11.779889
## 143             4.11%        5,703,569   1.352083  103.819836
## 144             5.56%        2,930,419  48.669026   19.699024
## 145             4.20%        1,144,654  46.151241   14.995463
## 146             0.58%          162,164  -9.645710  160.156194
## 147            11.35%        7,034,861   5.152149   46.199616
## 148            28.18%       39,149,717 -30.559482   22.937506
## 149             4.15%       42,106,719  35.907757  127.766922
## 150            13.96%       37,927,409  40.463667   -3.749220
## 151             4.20%        4,052,088   7.873054   80.771797
## 152            16.53%       14,957,233  12.862807   30.217636
## 153             7.33%          384,258   3.919305  -56.027783
## 154             6.48%        9,021,165  60.128161   18.643501
## 155             4.58%        6,332,428  46.818188    8.227512
## 156             8.37%        9,358,019  34.802075   38.996815
## 157            11.02%        2,545,477  38.861034   71.276093
## 158             1.98%       20,011,885  -6.369028   34.888822
## 159             0.75%       35,294,600  15.870032  100.992541
## 160             4.55%          400,182  -8.874217  125.727539
## 161             2.04%        3,414,638   8.619543    0.824782
## 162             1.12%           24,145 -21.178986 -175.198242
## 163             2.69%          741,944  10.691803  -61.222503
## 164            16.02%        8,099,061  33.886917    9.537499
## 165            13.49%       63,097,818  38.963745   35.243322
## 166             3.91%        3,092,738  38.969719   59.556278
## 167             1.84%       10,784,516   1.373333   32.290275
## 168             8.88%       30,835,699  48.379433   31.165580
## 169             2.35%        8,479,744  23.424076   53.847818
## 170             3.85%       55,908,316  55.378051   -3.435973
## 171            14.70%      270,663,028  37.090240  -95.712891
## 172             8.73%        3,303,394 -32.522779  -55.765835
## 173             5.92%       16,935,729  41.377491   64.585262
## 174             4.39%           76,152 -15.376706  166.959158
## 175             8.80%       25,162,368   6.423750  -66.589730
## 176             2.01%       35,332,140  14.058324  108.277199
## 177            12.91%       10,869,523  15.552727   48.516388
## 178            11.43%        7,871,713 -13.133897   27.849332
## 179             4.95%        4,717,305 -19.015438   29.154857
data$GDP <- gsub(",", "", data$GDP)
data
##                              Country Density..P.Km2. Abbreviation
## 1                        Afghanistan              60           AF
## 2                            Albania             105           AL
## 3                            Algeria              18           DZ
## 4                             Angola              26           AO
## 5                Antigua and Barbuda             223           AG
## 6                          Argentina              17           AR
## 7                            Armenia             104           AM
## 8                          Australia               3           AU
## 9                            Austria             109           AT
## 10                        Azerbaijan             123           AZ
## 11                       The Bahamas              39           BS
## 12                           Bahrain           2,239           BH
## 13                        Bangladesh           1,265           BD
## 14                          Barbados             668           BB
## 15                           Belarus              47           BY
## 16                           Belgium             383           BE
## 17                            Belize              17           BZ
## 18                             Benin             108           BJ
## 19                            Bhutan              20           BT
## 20                           Bolivia              11           BO
## 21            Bosnia and Herzegovina              64           BA
## 22                          Botswana               4           BW
## 23                            Brazil              25           BR
## 24                            Brunei              83           BN
## 25                          Bulgaria              64           BG
## 26                      Burkina Faso              76           BF
## 27                           Burundi             463           BI
## 28                       Ivory Coast              83           CI
## 29                        Cape Verde             138           CV
## 30                          Cambodia              95           KH
## 31                          Cameroon              56           CM
## 32                            Canada               4           CA
## 33          Central African Republic               8           CF
## 34                              Chad              13           TD
## 35                             Chile              26           CL
## 36                             China             153           CN
## 37                          Colombia              46           CO
## 38                           Comoros             467           KM
## 39             Republic of the Congo              16             
## 40                        Costa Rica             100           CR
## 41                           Croatia              73           HR
## 42                              Cuba             106           CU
## 43                            Cyprus             131           CY
## 44                    Czech Republic             139           CZ
## 45  Democratic Republic of the Congo              40           CD
## 46                           Denmark             137           DK
## 47                          Djibouti              43           DJ
## 48                Dominican Republic             225           DO
## 49                           Ecuador              71           EC
## 50                             Egypt             103           EG
## 51                       El Salvador             313           SV
## 52                 Equatorial Guinea              50           GQ
## 53                           Eritrea              35           ER
## 54                           Estonia              31           EE
## 55                          Ethiopia             115           ET
## 56                              Fiji              49           FJ
## 57                           Finland              18           FI
## 58                            France             119           FR
## 59                             Gabon               9           GA
## 60                        The Gambia             239           GM
## 61                           Georgia              57           GE
## 62                           Germany             240           DE
## 63                             Ghana             137           GH
## 64                            Greece              81           GR
## 65                           Grenada             331           GD
## 66                         Guatemala             167           GT
## 67                            Guinea              53           GN
## 68                     Guinea-Bissau              70           GW
## 69                            Guyana               4           GY
## 70                             Haiti             414           HT
## 71                          Honduras              89           HN
## 72                           Hungary             107           HU
## 73                           Iceland               3           IS
## 74                             India             464           IN
## 75                         Indonesia             151           ID
## 76                              Iran              52           IR
## 77                              Iraq              93           IQ
## 78               Republic of Ireland              72             
## 79                            Israel             400           IL
## 80                             Italy             206           IT
## 81                           Jamaica             273           JM
## 82                             Japan             347           JP
## 83                            Jordan             115           JO
## 84                        Kazakhstan               7           KZ
## 85                             Kenya              94           KE
## 86                          Kiribati             147           KI
## 87                            Kuwait             240           KW
## 88                        Kyrgyzstan              34           KG
## 89                              Laos              32           LA
## 90                            Latvia              30           LV
## 91                           Lebanon             667           LB
## 92                           Lesotho              71           LS
## 93                           Liberia              53           LR
## 94                             Libya               4           LY
## 95                         Lithuania              43           LT
## 96                        Luxembourg             242           LU
## 97                        Madagascar              48           MG
## 98                            Malawi             203           MW
## 99                          Malaysia              99           MY
## 100                         Maldives           1,802           MV
## 101                             Mali              17           ML
## 102                            Malta           1,380           MT
## 103                       Mauritania               5           MR
## 104                        Mauritius             626           MU
## 105                           Mexico              66           MX
## 106   Federated States of Micronesia             784           FM
## 107                          Moldova             123           MD
## 108                         Mongolia               2           MN
## 109                       Montenegro              47           ME
## 110                          Morocco              83           MA
## 111                       Mozambique              40           MZ
## 112                          Myanmar              83           MM
## 113                          Namibia               3             
## 114                            Nepal             203           NP
## 115                      Netherlands             508           NL
## 116                      New Zealand              18           NZ
## 117                        Nicaragua              55           NI
## 118                            Niger              19           NE
## 119                          Nigeria             226           NG
## 120                      North Korea             214           KP
## 121                           Norway              15           NO
## 122                             Oman              16           OM
## 123                         Pakistan             287           PK
## 124                           Panama              58           PA
## 125                 Papua New Guinea              20           PG
## 126                         Paraguay              18           PY
## 127                             Peru              26           PE
## 128                      Philippines             368           PH
## 129                           Poland             124           PL
## 130                         Portugal             111           PT
## 131                            Qatar             248           QA
## 132                          Romania              84           RO
## 133                           Russia               9           RU
## 134                           Rwanda             525           RW
## 135                      Saint Lucia             301           LC
## 136 Saint Vincent and the Grenadines             284           VC
## 137                            Samoa              70           WS
## 138                     Saudi Arabia              16           SA
## 139                          Senegal              87           SN
## 140                           Serbia             100           RS
## 141                       Seychelles             214           SC
## 142                     Sierra Leone             111           SL
## 143                        Singapore           8,358           SG
## 144                         Slovakia             114           SK
## 145                         Slovenia             103           SI
## 146                  Solomon Islands              25           SB
## 147                          Somalia              25           SO
## 148                     South Africa              49           ZA
## 149                      South Korea             527           KR
## 150                            Spain              94           ES
## 151                        Sri Lanka             341           LK
## 152                            Sudan              25           SD
## 153                         Suriname               4           SR
## 154                           Sweden              25           SE
## 155                      Switzerland             219           CH
## 156                            Syria              95           SY
## 157                       Tajikistan              68           TJ
## 158                         Tanzania              67           TZ
## 159                         Thailand             137           TH
## 160                       East Timor              89           TL
## 161                             Togo             152           TG
## 162                            Tonga             147           TO
## 163              Trinidad and Tobago             273           TT
## 164                          Tunisia              76           TN
## 165                           Turkey             110           TR
## 166                     Turkmenistan              13           TM
## 167                           Uganda             229           UG
## 168                          Ukraine              75           UA
## 169             United Arab Emirates             118           AE
## 170                   United Kingdom             281           GB
## 171                    United States              36           US
## 172                          Uruguay              20           UY
## 173                       Uzbekistan              79           UZ
## 174                          Vanuatu              25           VU
## 175                        Venezuela              32           VE
## 176                          Vietnam             314           VN
## 177                            Yemen              56           YE
## 178                           Zambia              25           ZM
## 179                         Zimbabwe              38           ZW
##     Agricultural.Land.... Land.Area.Km2. Armed.Forces.size Birth.Rate
## 1                  58.10%        652,230           323,000      32.49
## 2                  43.10%         28,748             9,000      11.78
## 3                  17.40%      2,381,741           317,000      24.28
## 4                  47.50%      1,246,700           117,000      40.73
## 5                  20.50%            443                 0      15.33
## 6                  54.30%      2,780,400           105,000      17.02
## 7                  58.90%         29,743            49,000      13.99
## 8                  48.20%      7,741,220            58,000      12.60
## 9                  32.40%         83,871            21,000       9.70
## 10                 57.70%         86,600            82,000      14.00
## 11                  1.40%         13,880             1,000      13.97
## 12                 11.10%            765            19,000      13.99
## 13                 70.60%        148,460           221,000      18.18
## 14                 23.30%            430             1,000      10.65
## 15                 42.00%        207,600           155,000       9.90
## 16                 44.60%         30,528            32,000      10.30
## 17                  7.00%         22,966             2,000      20.79
## 18                 33.30%        112,622            12,000      36.22
## 19                 13.60%         38,394             6,000      17.26
## 20                 34.80%      1,098,581            71,000      21.75
## 21                 43.10%         51,197            11,000       8.11
## 22                 45.60%        581,730             9,000      24.82
## 23                 33.90%      8,515,770           730,000      13.92
## 24                  2.70%          5,765             8,000      14.90
## 25                 46.30%        110,879            31,000       8.90
## 26                 44.20%        274,200            11,000      37.93
## 27                 79.20%         27,830            31,000      39.01
## 28                 64.80%        322,463            27,000      35.74
## 29                 19.60%          4,033             1,000      19.49
## 30                 30.90%        181,035           191,000      22.46
## 31                 20.60%        475,440            24,000      35.39
## 32                  6.90%      9,984,670            72,000      10.10
## 33                  8.20%        622,984             8,000      35.35
## 34                 39.70%      1,284,000            35,000      42.17
## 35                 21.20%        756,096           122,000      12.43
## 36                 56.20%      9,596,960         2,695,000      10.90
## 37                 40.30%      1,138,910           481,000      14.88
## 38                 71.50%          2,235                        31.88
## 39                 31.10%        342,000            12,000      32.86
## 40                 34.50%         51,100            10,000      13.97
## 41                 27.60%         56,594            18,000       9.00
## 42                 59.90%        110,860            76,000      10.17
## 43                 12.20%          9,251            16,000      10.46
## 44                 45.20%         78,867            23,000      10.70
## 45                 11.60%      2,344,858           134,000      41.18
## 46                 62.00%         43,094            15,000      10.60
## 47                 73.40%         23,200            13,000      21.47
## 48                 48.70%         48,670            71,000      19.51
## 49                 22.20%        283,561            41,000      19.72
## 50                  3.80%      1,001,450           836,000      26.38
## 51                 76.40%         21,041            42,000      18.25
## 52                 10.10%         28,051             1,000      33.24
## 53                 75.20%        117,600           202,000      30.30
## 54                 23.10%         45,228             6,000      10.90
## 55                 36.30%      1,104,300           138,000      32.34
## 56                 23.30%         18,274             4,000      21.28
## 57                  7.50%        338,145            25,000       8.60
## 58                 52.40%        643,801           307,000      11.30
## 59                 20.00%        267,667             7,000      31.61
## 60                 59.80%         11,300             1,000      38.54
## 61                 34.50%         69,700            26,000      13.47
## 62                 47.70%        357,022           180,000       9.50
## 63                 69.00%        238,533            16,000      29.41
## 64                 47.60%        131,957           146,000       8.10
## 65                 23.50%            349                        16.47
## 66                 36.00%        108,889            43,000      24.56
## 67                 59.00%        245,857            13,000      36.36
## 68                 58.00%         36,125             4,000      35.13
## 69                  8.60%        214,969             3,000      19.97
## 70                 66.80%         27,750                 0      24.35
## 71                 28.90%        112,090            23,000      21.60
## 72                 58.40%         93,028            40,000       9.60
## 73                 18.70%        103,000                 0      12.00
## 74                 60.40%      3,287,263         3,031,000      17.86
## 75                 31.50%      1,904,569           676,000      18.07
## 76                 28.20%      1,648,195           563,000      18.78
## 77                 21.40%        438,317           209,000      29.08
## 78                 64.50%         70,273             9,000      12.50
## 79                 24.60%         20,770           178,000      20.80
## 80                 43.20%        301,340           347,000       7.30
## 81                 41.00%         10,991             4,000      16.10
## 82                 12.30%        377,944           261,000       7.40
## 83                 12.00%         89,342           116,000      21.98
## 84                 80.40%      2,724,900            71,000      21.77
## 85                 48.50%        580,367            29,000      28.75
## 86                 42.00%            811                        27.89
## 87                  8.40%         17,818            25,000      13.94
## 88                 55.00%        199,951            21,000      27.10
## 89                 10.30%        236,800           129,000      23.55
## 90                 31.10%         64,589             6,000      10.00
## 91                 64.30%         10,400            80,000      17.55
## 92                 77.60%         30,355             2,000      26.81
## 93                 28.00%        111,369             2,000      33.04
## 94                  8.70%      1,759,540                 0      18.83
## 95                 47.20%         65,300            34,000      10.00
## 96                 53.70%          2,586             2,000      10.30
## 97                 71.20%        587,041            22,000      32.66
## 98                 61.40%        118,484            15,000      34.12
## 99                 26.30%        329,847           136,000      16.75
## 100                26.30%            298             5,000      14.20
## 101                33.80%      1,240,192            18,000      41.54
## 102                32.40%            316             2,000       9.20
## 103                38.50%      1,030,700            21,000      33.69
## 104                42.40%          2,040             3,000      10.20
## 105                54.60%      1,964,375           336,000      17.60
## 106                31.40%            702                        22.82
## 107                74.20%         33,851             7,000      10.10
## 108                71.50%      1,564,116            18,000      24.13
## 109                19.00%         13,812            12,000      11.73
## 110                68.50%        446,550           246,000      18.94
## 111                63.50%        799,380            11,000      37.52
## 112                19.50%        676,578           513,000      17.55
## 113                47.10%        824,292            16,000      28.64
## 114                28.70%        147,181           112,000      19.89
## 115                53.30%         41,543            41,000       9.70
## 116                40.50%        268,838             9,000      11.98
## 117                42.10%        130,370            12,000      20.64
## 118                36.10%      1,267,000            10,000      46.08
## 119                77.70%        923,768           215,000      37.91
## 120                21.80%        120,538         1,469,000      13.89
## 121                 2.70%        323,802            23,000      10.40
## 122                 4.60%        309,500            47,000      19.19
## 123                47.80%        796,095           936,000      28.25
## 124                30.40%         75,420            26,000      18.98
## 125                 2.60%        462,840             4,000      27.07
## 126                55.10%        406,752            27,000      20.57
## 127                18.50%      1,285,216           158,000      17.95
## 128                41.70%        300,000           153,000      20.55
## 129                46.90%        312,685           191,000      10.20
## 130                39.50%         92,212            52,000       8.50
## 131                 5.80%         11,586            22,000       9.54
## 132                58.80%        238,391           126,000       9.60
## 133                13.30%     17,098,240         1,454,000      11.50
## 134                73.40%         26,338            35,000      31.70
## 135                17.40%            616                        12.00
## 136                25.60%            389                        14.24
## 137                12.40%          2,831                        24.38
## 138                80.80%      2,149,690           252,000      17.80
## 139                46.10%        196,722            19,000      34.52
## 140                39.30%         77,474            32,000       9.20
## 141                 3.40%            455                 0      17.10
## 142                54.70%         71,740             9,000      33.41
## 143                 0.90%            716            81,000       8.80
## 144                39.20%         49,035            16,000      10.60
## 145                30.70%         20,273             7,000       9.40
## 146                 3.90%         28,896                        32.44
## 147                70.30%        637,657            20,000      41.75
## 148                79.80%      1,219,090            80,000      20.51
## 149                17.40%         99,720           634,000       6.40
## 150                52.60%        505,370           196,000       7.90
## 151                43.70%         65,610           317,000      15.83
## 152                28.70%      1,861,484           124,000      32.18
## 153                 0.60%        163,820             2,000      18.54
## 154                 7.40%        450,295            30,000      11.40
## 155                38.40%         41,277            21,000      10.00
## 156                75.80%        185,180           239,000      23.69
## 157                34.10%        144,100            17,000      30.76
## 158                44.80%        947,300            28,000      36.70
## 159                43.30%        513,120           455,000      10.34
## 160                25.60%         14,874             2,000      29.42
## 161                70.20%         56,785            10,000      33.11
## 162                45.80%            747                        24.30
## 163                10.50%          5,128             4,000      12.94
## 164                64.80%        163,610            48,000      17.56
## 165                49.80%        783,562           512,000      16.03
## 166                72.00%        488,100            42,000      23.83
## 167                71.90%        241,038            46,000      38.14
## 168                71.70%        603,550           297,000       8.70
## 169                 5.50%         83,600            63,000      10.33
## 170                71.70%        243,610           148,000      11.00
## 171                44.40%      9,833,517         1,359,000      11.60
## 172                82.60%        176,215            22,000      13.86
## 173                62.90%        447,400            68,000      23.30
## 174                15.30%         12,189                        29.60
## 175                24.50%        912,050           343,000      17.88
## 176                39.30%        331,210           522,000      16.75
## 177                44.60%        527,968            40,000      30.45
## 178                32.10%        752,618            16,000      36.19
## 179                41.90%        390,757            51,000      30.68
##     Calling.Code     Capital.Major.City Co2.Emissions      CPI CPI.Change....
## 1             93                  Kabul         8,672    149.9          2.30%
## 2            355                 Tirana         4,536   119.05          1.40%
## 3            213                Algiers       150,006   151.36          2.00%
## 4            244                 Luanda        34,693   261.73         17.10%
## 5              1 St. John's, Saint John           557   113.81          1.20%
## 6             54           Buenos Aires       201,348   232.75         53.50%
## 7            374                Yerevan         5,156   129.18          1.40%
## 8             61               Canberra       375,908    119.8          1.60%
## 9             43                 Vienna        61,448   118.06          1.50%
## 10           994                   Baku        37,620   156.32          2.60%
## 11             1        Nassau, Bahamas         1,786   116.22          2.50%
## 12           973                 Manama        31,694   117.59          2.10%
## 13           880                  Dhaka        84,246   179.68          5.60%
## 14             1             Bridgetown         1,276   134.09          4.10%
## 15           375                  Minsk        58,280                   5.60%
## 16            32       City of Brussels        96,889   117.11          1.40%
## 17           501               Belmopan           568   105.68         -0.90%
## 18           229             Porto-Novo         6,476   110.71         -0.90%
## 19           975                Thimphu         1,261   167.18          2.70%
## 20           591                  Sucre        21,606   148.32          1.80%
## 21           387               Sarajevo        21,848    104.9          0.60%
## 22           267               Gaborone         6,340   149.75          2.80%
## 23            55                Bras���       462,299    167.4          3.70%
## 24           673    Bandar Seri Begawan         7,664    99.03         -0.40%
## 25           359                  Sofia        41,708   114.42          3.10%
## 26           226            Ouagadougou         3,418   106.58         -3.20%
## 27           257              Bujumbura           495   182.11         -0.70%
## 28           225           Yamoussoukro         9,674   111.61         -0.90%
## 29           238                  Praia           543    110.5          1.10%
## 30           855             Phnom Penh         9,919   127.63          2.50%
## 31           237                Yaound�         8,291   118.65          2.50%
## 32             1                 Ottawa       544,894   116.76          1.90%
## 33           236                 Bangui           297   186.86         37.10%
## 34           235              N'Djamena         1,016    117.7         -1.00%
## 35            56               Santiago        85,822   131.91          2.60%
## 36            86                Beijing     9,893,038   125.08          2.90%
## 37            57                 Bogot�        97,814   140.95          3.50%
## 38           269        Moroni, Comoros           202   103.62         -4.30%
## 39           242            Brazzaville         3,282   124.74          2.20%
## 40           506          San Jos������         8,023   128.85          2.10%
## 41           385                 Zagreb        17,488   109.82          0.80%
## 42            53                 Havana        28,284                        
## 43           357                Nicosia         6,626   102.51          0.30%
## 44           420                 Prague       102,218   116.48          2.80%
## 45           243               Kinshasa         2,021   133.85          2.90%
## 46            45             Copenhagen        31,786   110.35          0.80%
## 47           253          Djibouti City           620   120.25          3.30%
## 48             1          Santo Domingo        25,258    135.5          1.80%
## 49           593                  Quito        41,155   124.14          0.30%
## 50            20                  Cairo       238,560   288.57          9.20%
## 51           503           San Salvador         7,169   111.23          0.10%
## 52           240                 Malabo         5,655   124.35          1.20%
## 53           291                 Asmara           711                        
## 54           372                Tallinn        16,590   122.14          2.30%
## 55           251            Addis Ababa        14,870   143.86         15.80%
## 56           679                   Suva         2,046    132.3          1.80%
## 57           358               Helsinki        45,871   112.33          1.00%
## 58            33                  Paris       303,276   110.05          1.10%
## 59           241             Libreville         5,321   122.19          2.10%
## 60           220                 Banjul           532   172.73          7.10%
## 61           995                Tbilisi        10,128   133.61          4.90%
## 62            49                 Berlin       727,973   112.85          1.40%
## 63           233                  Accra        16,670   268.36          7.20%
## 64            30                 Athens        62,434   101.87          0.20%
## 65             1  St. George's, Grenada           268   107.43          0.80%
## 66           502         Guatemala City        16,777   142.92          3.70%
## 67           224                Conakry         2,996   262.95          9.50%
## 68           245                 Bissau           293   111.65          1.40%
## 69           592     Georgetown, Guyana         2,384   116.19          2.10%
## 70           509         Port-au-Prince         2,978   179.29         12.50%
## 71           504            Tegucigalpa         9,813   150.34          4.40%
## 72            36               Budapest        45,537   121.64          3.30%
## 73           354              Reykjav��         2,065      129          3.00%
## 74            91              New Delhi     2,407,672   180.44          7.70%
## 75            62                Jakarta       563,325   151.18          3.00%
## 76            98                 Tehran       661,710   550.93         39.90%
## 77           964                Baghdad       190,061   119.86          0.40%
## 78           353                 Dublin        37,711   106.58          0.90%
## 79           972              Jerusalem        65,166   108.15          0.80%
## 80            39                   Rome       320,411   110.62          0.60%
## 81          1876      Kingston, Jamaica         8,225   162.47          3.90%
## 82            81                  Tokyo     1,135,886   105.48          0.50%
## 83           962                  Amman        25,108    125.6          0.80%
## 84             7                 Astana       247,207   182.75          5.20%
## 85           254                Nairobi        17,910   180.51          4.70%
## 86           686           South Tarawa            66    99.55          0.60%
## 87           965            Kuwait City        98,734    126.6          1.10%
## 88           996                Bishkek         9,787   155.68          1.10%
## 89           856              Vientiane        17,763   135.87          3.30%
## 90           371                   Riga         7,004   116.86          2.80%
## 91           961                 Beirut        24,796   130.02          3.00%
## 92           266                 Maseru         2,512   155.86          5.20%
## 93           231               Monrovia         1,386   223.13         23.60%
## 94           218                               50,564   125.71          2.60%
## 95           370                Vilnius        12,963   118.38          2.30%
## 96           352        Luxembourg City         8,988   115.09          1.70%
## 97           261           Antananarivo         3,905   184.33          5.60%
## 98           265               Lilongwe         1,298   418.34          9.40%
## 99            60           Kuala Lumpur       248,289   121.46          0.70%
## 100          960                   Mal�         1,445     99.7          0.20%
## 101          223                 Bamako         3,179   108.73         -1.70%
## 102          356               Valletta         1,342   113.45          1.60%
## 103          222             Nouakchott         2,739   135.02          2.30%
## 104          230             Port Louis         4,349   129.91          0.40%
## 105           52            Mexico City       486,406   141.54          3.60%
## 106          691                Palikir           143    112.1          0.50%
## 107          373                Chi����         5,115    166.2          4.80%
## 108          976            Ulaanbaatar        25,368   195.76          7.30%
## 109          382              Podgorica         2,017   116.32          2.60%
## 110          212                  Rabat        61,276   111.07          0.20%
## 111          258                 Maputo         7,943   182.31          2.80%
## 112           95              Naypyidaw        25,280   168.18          8.80%
## 113          264               Windhoek         4,228   157.97          3.70%
## 114          977              Kathmandu         9,105   188.73          5.60%
## 115           31              Amsterdam       170,780   115.91          2.60%
## 116           64             Wellington        34,382   114.24          1.60%
## 117          505                Managua         5,592   162.74          5.40%
## 118          227                 Niamey         2,017   109.32         -2.50%
## 119          234                  Abuja       120,369   267.51         11.40%
## 120          850              Pyongyang        28,284                        
## 121           47                   Oslo        41,023   120.27          2.20%
## 122          968                 Muscat        63,457   113.53          0.10%
## 123           92              Islamabad       201,150   182.32         10.60%
## 124          507            Panama City        10,715   122.07         -0.40%
## 125          675           Port Moresby         7,536   155.99          3.60%
## 126          595               Asunci��         7,407   143.82          2.80%
## 127           51                   Lima        57,414   129.78          2.10%
## 128           63                 Manila       122,287   129.61          2.50%
## 129           48                 Warsaw       299,037   114.11          2.20%
## 130          351                 Lisbon        48,742   110.62          0.30%
## 131          974                   Doha       103,259   115.38         -0.70%
## 132           40              Bucharest        69,259   123.78          3.80%
## 133            7                 Moscow     1,732,027   180.75          4.50%
## 134          250                 Kigali         1,115   151.09          3.40%
## 135            1               Castries           414   110.13          1.90%
## 136            1              Kingstown           220   109.67          2.30%
## 137          685                   Apia           246   117.56          1.00%
## 138          966                 Riyadh       563,449    118.4         -1.20%
## 139          221                  Dakar        10,902   109.25          1.80%
## 140          381               Belgrade        45,221      144          1.80%
## 141          248   Victoria, Seychelles           605   129.96          1.80%
## 142          232               Freetown         1,093   234.16         14.80%
## 143           65                               37,535   114.41          0.60%
## 144          421             Bratislava        32,424   115.34          2.70%
## 145          386              Ljubljana        12,633   111.05          1.60%
## 146          677                Honiara           169   133.06          1.60%
## 147          252              Mogadishu           645                        
## 148           27               Pretoria       476,644   158.93          4.10%
## 149           82                  Seoul       620,302   115.16          0.40%
## 150           34                 Madrid       244,002   110.96          0.70%
## 151           94                Colombo        23,362   155.53          3.50%
## 152          249               Khartoum        20,000 1,344.19         51.00%
## 153          597             Paramaribo         1,738   294.66         22.00%
## 154           46              Stockholm        43,252   110.51          1.80%
## 155           41                   Bern        34,477    99.55          0.40%
## 156          963               Damascus        28,830    143.2         36.70%
## 157          992               Dushanbe         5,310   148.57          6.00%
## 158          255                 Dodoma        11,973   187.43          3.50%
## 159           66                Bangkok       283,763   113.27          0.70%
## 160          670                   Dili           495   145.38          2.60%
## 161          228                   Lom�         3,000    113.3          0.70%
## 162          676               Nuku����           128   121.09          7.40%
## 163            1          Port of Spain        43,868   141.75          1.00%
## 164          216                  Tunis        29,937   155.33          6.70%
## 165           90                 Ankara       372,725   234.44         15.20%
## 166          993               Ashgabat        70,630                        
## 167          256                Kampala         5,680   173.87          2.90%
## 168          380                   Kyiv       202,250   281.66          7.90%
## 169          971              Abu Dhabi       206,324   114.52         -1.90%
## 170           44                 London       379,025   119.62          1.70%
## 171            1       Washington, D.C.     5,006,302   117.24          7.50%
## 172          598             Montevideo         6,766   202.92          7.90%
## 173          998               Tashkent        91,811                        
## 174          678              Port Vila           147   117.13          2.80%
## 175           58                Caracas       164,175 2,740.27        254.90%
## 176           84                  Hanoi       192,668   163.52          2.80%
## 177          967                  Sanaa        10,609   157.58          8.10%
## 178          260                 Lusaka         5,141   212.31          9.20%
## 179          263                 Harare        10,983   105.51          0.90%
##     Currency.Code Fertility.Rate Forested.Area.... Gasoline.Price
## 1             AFN           4.47             2.10%         $0.70 
## 2             ALL           1.62            28.10%         $1.36 
## 3             DZD           3.02             0.80%         $0.28 
## 4             AOA           5.52            46.30%         $0.97 
## 5             XCD           1.99            22.30%         $0.99 
## 6             ARS           2.26             9.80%         $1.10 
## 7             AMD           1.76            11.70%         $0.77 
## 8             AUD           1.74            16.30%         $0.93 
## 9             EUR           1.47            46.90%         $1.20 
## 10            AZN           1.73            14.10%         $0.56 
## 11                          1.75            51.40%         $0.92 
## 12            BHD           1.99             0.80%         $0.43 
## 13            BDT           2.04            11.00%         $1.12 
## 14            BBD           1.62            14.70%         $1.81 
## 15            BYN           1.45            42.60%         $0.60 
## 16            EUR           1.62            22.60%         $1.43 
## 17            BZD           2.31            59.70%         $1.13 
## 18            XOF           4.84            37.80%         $0.72 
## 19                          1.98            72.50%         $0.98 
## 20            BOB           2.73            50.30%         $0.71 
## 21            BAM           1.27            42.70%         $1.05 
## 22            BWP           2.87            18.90%         $0.71 
## 23            BRL           1.73            58.90%         $1.02 
## 24            BND           1.85            72.10%         $0.37 
## 25            BGN           1.56            35.40%         $1.11 
## 26            XOF           5.19            19.30%         $0.98 
## 27            BIF           5.41            10.90%         $1.21 
## 28            XOF           4.65            32.70%         $0.93 
## 29            CVE           2.27            22.50%         $1.02 
## 30                          2.50            52.90%         $0.90 
## 31            XAF           4.57            39.30%         $1.03 
## 32            CAD           1.50            38.20%         $0.81 
## 33                          4.72            35.60%         $1.41 
## 34            XAF           5.75             3.80%         $0.78 
## 35            CLP           1.65            24.30%         $1.03 
## 36            CNY           1.69            22.40%         $0.96 
## 37            COP           1.81            52.70%         $0.68 
## 38            KMF           4.21            19.70%               
## 39            XAF           4.43            65.40%         $0.97 
## 40            CRC           1.75            54.60%         $0.98 
## 41            HRK           1.47            34.40%         $1.26 
## 42            CUP           1.62            31.30%         $1.40 
## 43            EUR           1.33            18.70%         $1.23 
## 44            CZK           1.69            34.60%         $1.17 
## 45            CDF           5.92            67.20%         $1.49 
## 46            DKK           1.73            14.70%         $1.55 
## 47            DJF           2.73             0.20%         $1.32 
## 48            DOP           2.35            41.70%         $1.07 
## 49            USD           2.43            50.20%         $0.61 
## 50            EGP           3.33             0.10%         $0.40 
## 51                          2.04            12.60%         $0.83 
## 52            XAF           4.51            55.50%               
## 53            ERN           4.06            14.90%         $2.00 
## 54            EUR           1.59            51.30%         $1.14 
## 55            ETB           4.25            12.50%         $0.75 
## 56            FJD           2.77            55.90%         $0.82 
## 57            EUR           1.41            73.10%         $1.45 
## 58            EUR           1.88            31.20%         $1.39 
## 59            XAF           3.97            90.00%         $0.92 
## 60            GMD           5.22            48.40%         $1.18 
## 61            GEL           2.06            40.60%         $0.76 
## 62            EUR           1.56            32.70%         $1.39 
## 63            GHS           3.87            41.20%         $0.92 
## 64            EUR           1.35            31.70%         $1.54 
## 65            XCD           2.06            50.00%         $1.12 
## 66            GTQ           2.87            32.70%         $0.79 
## 67            GNF           4.70            25.80%         $0.90 
## 68            XOF           4.48            69.80%               
## 69            GYD           2.46            83.90%         $0.90 
## 70            HTG           2.94             3.50%         $0.81 
## 71            HNL           2.46            40.00%         $0.98 
## 72            HUF           1.54            22.90%         $1.18 
## 73            ISK           1.71             0.50%         $1.69 
## 74            INR           2.22            23.80%         $0.97 
## 75            IDR           2.31            49.90%         $0.63 
## 76            IRR           2.14             6.60%         $0.40 
## 77            IQD           3.67             1.90%         $0.61 
## 78            EUR           1.75            11.00%         $1.37 
## 79            ILS           3.09             7.70%         $1.57 
## 80            EUR           1.29            31.80%         $1.61 
## 81            JMD           1.98            30.90%         $1.11 
## 82                          1.42            68.50%         $1.06 
## 83            JOD           2.76             1.10%         $1.10 
## 84            KZT           2.84             1.20%         $0.42 
## 85            KES           3.49             7.80%         $0.95 
## 86            AUD           3.57            15.00%               
## 87            KWD           2.08             0.40%         $0.35 
## 88            KGS           3.30             3.30%         $0.56 
## 89            LAK           2.67            82.10%         $0.93 
## 90            EUR           1.60            54.00%         $1.16 
## 91            LBP           2.09            13.40%         $0.74 
## 92                          3.14             1.60%         $0.70 
## 93                          4.32            43.10%         $0.80 
## 94            LYD           2.24             0.10%         $0.11 
## 95            EUR           1.63            34.80%         $1.16 
## 96            EUR           1.37            35.70%         $1.19 
## 97            MGA           4.08            21.40%         $1.11 
## 98            MWK           4.21            33.20%         $1.15 
## 99            MYR           2.00            67.60%         $0.45 
## 100                         1.87             3.30%         $1.63 
## 101           XOF           5.88             3.80%         $1.12 
## 102           EUR           1.23             1.10%         $1.36 
## 103           MRU           4.56             0.20%         $1.13 
## 104           MUR           1.41            19.00%         $1.12 
## 105           MXN           2.13            33.90%         $0.73 
## 106           USD           3.05            91.90%               
## 107           MDL           1.26            12.60%         $0.80 
## 108           MNT           2.90             8.00%         $0.72 
## 109           EUR           1.75            61.50%         $1.16 
## 110           MAD           2.42            12.60%         $0.99 
## 111           MZN           4.85            48.00%         $0.65 
## 112           MMK           2.15            43.60%         $0.54 
## 113                         3.40             8.30%         $0.76 
## 114           NPR           1.92            25.40%         $0.91 
## 115                         1.59            11.20%         $1.68 
## 116           NZD           1.71            38.60%         $1.40 
## 117           NIO           2.40            25.90%         $0.91 
## 118           XOF           6.91             0.90%         $0.88 
## 119           NGN           5.39             7.20%         $0.46 
## 120           KPW           1.90            40.70%         $0.58 
## 121           NOK           1.56            33.20%         $1.78 
## 122           OMR           2.89             0.00%         $0.45 
## 123           PKR           3.51             1.90%         $0.79 
## 124                         2.46            61.90%         $0.74 
## 125           PGK           3.56            74.10%         $1.36 
## 126           PYG           2.43            37.70%         $1.04 
## 127           PEN           2.25            57.70%         $0.99 
## 128           PHP           2.58            27.80%         $0.86 
## 129           PLN           1.46            30.90%         $1.07 
## 130           EUR           1.38            34.60%         $1.54 
## 131           QAR           1.87             0.00%         $0.40 
## 132           RON           1.71            30.10%         $1.16 
## 133           RUB           1.57            49.80%         $0.59 
## 134           RWF           4.04            19.70%         $1.17 
## 135           XCD           1.44            33.20%         $1.30 
## 136           XCD           1.89            69.20%               
## 137           WST           3.88            60.40%         $0.91 
## 138           SAR           2.32             0.50%         $0.24 
## 139           XOF           4.63            42.80%         $1.14 
## 140           RSD           1.49            31.10%         $1.16 
## 141           SCR           2.41            88.40%               
## 142           SLL           4.26            43.10%         $1.08 
## 143           SGD           1.14            23.10%         $1.25 
## 144           EUR           1.52            40.40%         $1.32 
## 145           EUR           1.60            62.00%         $1.32 
## 146           SBD           4.40            77.90%               
## 147           SOS           6.07            10.00%         $1.41 
## 148           ZAR           2.41             7.60%         $0.92 
## 149           KRW           0.98            63.40%         $1.22 
## 150           EUR           1.26            36.90%         $1.26 
## 151           LKR           2.20            32.90%         $0.88 
## 152           SDG           4.41             8.10%         $0.95 
## 153           SRD           2.42            98.30%         $1.29 
## 154           SEK           1.76            68.90%         $1.42 
## 155           CHF           1.52            31.80%         $1.45 
## 156           SYP           2.81             2.70%         $0.83 
## 157           TJS           3.59             3.00%         $0.71 
## 158           TZS           4.89            51.60%         $0.87 
## 159           THB           1.53            32.20%         $0.71 
## 160           USD           4.02            45.40%         $1.10 
## 161           XOF           4.32             3.10%         $0.71 
## 162           TOP           3.56            12.50%               
## 163           TTD           1.73            46.00%         $0.54 
## 164           TND           2.20             6.80%         $0.73 
## 165           TRY           2.07            15.40%         $1.42 
## 166           TMT           2.79             8.80%         $0.29 
## 167           UGX           4.96             9.70%         $0.94 
## 168           UAH           1.30            16.70%         $0.83 
## 169           AED           1.41             4.60%         $0.49 
## 170           GBP           1.68            13.10%         $1.46 
## 171           USD           1.73            33.90%         $0.71 
## 172           UYU           1.97            10.70%         $1.50 
## 173           UZS           2.42             7.50%         $1.03 
## 174           VUV           3.78            36.10%         $1.31 
## 175           VED           2.27            52.70%         $0.00 
## 176           VND           2.05            48.10%         $0.80 
## 177           YER           3.79             1.00%         $0.92 
## 178           ZMW           4.63            65.20%         $1.40 
## 179                         3.62            35.50%         $1.34 
##                  GDP Gross.primary.education.enrollment....
## 1      $19101353833                                 104.00%
## 2      $15278077447                                 107.00%
## 3     $169988236398                                 109.90%
## 4      $94635415870                                 113.50%
## 5       $1727759259                                 105.00%
## 6     $449663446954                                 109.70%
## 7      $13672802158                                  92.70%
## 8    $1392680589329                                 100.30%
## 9     $446314739528                                 103.10%
## 10     $39207000000                                  99.70%
## 11     $12827000000                                  81.40%
## 12     $38574069149                                  99.40%
## 13    $302571254131                                 116.50%
## 14      $5209000000                                  99.40%
## 15     $63080457023                                 100.50%
## 16    $529606710418                                 103.90%
## 17      $1879613600                                 111.70%
## 18     $14390709095                                 122.00%
## 19      $2446674101                                 100.10%
## 20     $40895322865                                  98.20%
## 21     $20047848435                                        
## 22     $18340510789                                 103.20%
## 23   $1839758040766                                 115.40%
## 24     $13469422941                                 103.20%
## 25     $86000000000                                  89.30%
## 26     $15745810235                                  96.10%
## 27      $3012334882                                 121.40%
## 28     $58792205642                                  99.80%
## 29      $1981845741                                 104.00%
## 30     $27089389787                                 107.40%
## 31     $38760467033                                 103.40%
## 32   $1736425629520                                 100.90%
## 33      $2220307369                                 102.00%
## 34     $11314951343                                  86.80%
## 35    $282318159745                                 101.40%
## 36  $19910000000000                                 100.20%
## 37    $323802808108                                 114.50%
## 38      $1185728677                                  99.50%
## 39     $10820591131                                 106.60%
## 40     $61773944174                                 113.30%
## 41     $60415553039                                  96.50%
## 42    $100023000000                                 101.90%
## 43     $24564647935                                  99.30%
## 44    $246489245495                                 100.70%
## 45     $47319624204                                 108.00%
## 46    $348078018464                                 101.30%
## 47      $3318716359                                  75.30%
## 48     $88941298258                                 105.70%
## 49    $107435665000                                 103.30%
## 50    $303175127598                                 106.30%
## 51     $27022640000                                  94.80%
## 52     $11026774945                                  61.80%
## 53      $2065001626                                  68.40%
## 54     $31386949981                                  97.20%
## 55     $96107662398                                 101.00%
## 56      $5535548972                                 106.40%
## 57    $268761201365                                 100.20%
## 58   $2715518274227                                 102.50%
## 59     $16657960228                                 139.90%
## 60      $1763819048                                  98.00%
## 61     $17743195770                                  98.60%
## 62   $3845630030824                                 104.00%
## 63     $66983634224                                 104.80%
## 64    $209852761469                                  99.60%
## 65      $1228170370                                 106.90%
## 66     $76710385880                                 101.90%
## 67     $13590281809                                  91.50%
## 68      $1340389411                                 118.70%
## 69      $4280443645                                  97.80%
## 70      $8498981821                                 113.60%
## 71     $25095395475                                  91.50%
## 72    $160967157504                                 100.80%
## 73     $24188035739                                 100.40%
## 74   $2611000000000                                 113.00%
## 75   $1119190780753                                 106.40%
## 76    $445345282123                                 110.70%
## 77    $234094042939                                 108.70%
## 78    $388698711348                                 100.90%
## 79    $395098666122                                 104.90%
## 80   $2001244392042                                 101.90%
## 81     $16458071068                                  91.00%
## 82   $5081769542380                                  98.80%
## 83     $43743661972                                  81.50%
## 84    $180161741180                                 104.40%
## 85     $95503088538                                 103.20%
## 86       $194647202                                 101.30%
## 87    $134761198946                                  92.40%
## 88      $8454619608                                 107.60%
## 89     $18173839128                                 102.40%
## 90     $34117202555                                  99.40%
## 91     $53367042272                                  95.10%
## 92      $2460072444                                 120.90%
## 93      $3070518100                                  85.10%
## 94     $52076250948                                 109.00%
## 95     $54219315600                                 103.90%
## 96     $71104919108                                 102.30%
## 97     $14083906357                                 142.50%
## 98      $7666704427                                 142.50%
## 99    $364701517788                                 105.30%
## 100     $5729248472                                  97.10%
## 101    $17510141171                                  75.60%
## 102    $14786156563                                 105.00%
## 103     $7593752450                                  99.90%
## 104    $14180444557                                 101.10%
## 105  $1258286717125                                 105.80%
## 106      $401932279                                  97.20%
## 107    $11955435457                                  90.60%
## 108    $13852850259                                 104.00%
## 109     $5494736901                                 100.00%
## 110   $118725279596                                 113.90%
## 111    $14934159926                                 112.60%
## 112    $76085852617                                 112.30%
## 113    $12366527719                                 124.20%
## 114    $30641380604                                 142.10%
## 115   $909070395161                                 104.20%
## 116   $206928765544                                 100.00%
## 117    $12520915291                                 120.60%
## 118    $12928145120                                  74.70%
## 119   $448120428859                                  84.70%
## 120    $32100000000                                 112.80%
## 121   $403336363636                                 100.30%
## 122    $76983094928                                 103.40%
## 123   $304400000000                                  94.30%
## 124    $66800800000                                  94.40%
## 125    $24969611435                                 108.50%
## 126    $38145288940                                 104.40%
## 127   $226848050820                                 106.90%
## 128   $376795508680                                 107.50%
## 129   $592164400688                                 100.00%
## 130   $237686075635                                 106.20%
## 131   $183466208791                                 103.80%
## 132   $250077444017                                  85.20%
## 133  $1699876578871                                 102.60%
## 134    $10122472590                                 133.00%
## 135     $2122450630                                 102.60%
## 136      $825385185                                 113.40%
## 137      $850655017                                 110.50%
## 138   $792966838162                                  99.80%
## 139    $23578084052                                  81.00%
## 140    $51409167351                                 100.30%
## 141     $1698843063                                 100.40%
## 142     $3941474311                                 112.80%
## 143   $372062527489                                 100.60%
## 144   $105422304976                                  98.70%
## 145    $53742159517                                 100.40%
## 146     $1425074226                                 106.20%
## 147     $4720727278                                  23.40%
## 148   $351431649241                                 100.90%
## 149  $2029000000000                                  98.10%
## 150  $1394116310769                                 102.70%
## 151    $84008783756                                 100.20%
## 152    $18902284476                                  76.80%
## 153     $3985250737                                 108.80%
## 154   $530832908738                                 126.60%
## 155   $703082435360                                 105.20%
## 156    $40405006007                                  81.70%
## 157     $8116626794                                 100.90%
## 158    $63177068175                                  94.20%
## 159   $543649976166                                  99.80%
## 160     $1673540300                                 115.30%
## 161     $5459979417                                 123.80%
## 162      $450353314                                 116.30%
## 163    $24100202834                                 106.20%
## 164    $38797709924                                 115.40%
## 165   $754411708203                                  93.20%
## 166    $40761142857                                  88.40%
## 167    $34387229486                                 102.70%
## 168   $153781069118                                  99.00%
## 169   $421142267938                                 108.40%
## 170  $2827113184696                                 101.20%
## 171 $21427700000000                                 101.80%
## 172    $56045912952                                 108.50%
## 173    $57921286440                                 104.20%
## 174      $917058851                                 109.30%
## 175   $482359318768                                  97.20%
## 176   $261921244843                                 110.60%
## 177    $26914402224                                  93.60%
## 178    $23064722446                                  98.70%
## 179    $21440758800                                 109.90%
##     Gross.tertiary.education.enrollment.... Infant.mortality
## 1                                     9.70%             47.9
## 2                                    55.00%              7.8
## 3                                    51.40%             20.1
## 4                                     9.30%             51.6
## 5                                    24.80%              5.0
## 6                                    90.00%              8.8
## 7                                    54.60%             11.0
## 8                                   113.10%              3.1
## 9                                    85.10%              2.9
## 10                                   27.70%             19.2
## 11                                   15.10%              8.3
## 12                                   50.50%              6.1
## 13                                   20.60%             25.1
## 14                                   65.40%             11.3
## 15                                   87.40%              2.6
## 16                                   79.70%              2.9
## 17                                   24.70%             11.2
## 18                                   12.30%             60.5
## 19                                   15.60%             24.8
## 20                                                      21.8
## 21                                   23.30%              5.0
## 22                                   24.90%             30.0
## 23                                   51.30%             12.8
## 24                                   31.40%              9.8
## 25                                   71.00%              5.9
## 26                                    6.50%             49.0
## 27                                    6.10%             41.0
## 28                                    9.30%             59.4
## 29                                   23.60%             16.7
## 30                                   13.70%             24.0
## 31                                   12.80%             50.6
## 32                                   68.90%              4.3
## 33                                    3.00%             84.5
## 34                                    3.30%             71.4
## 35                                   88.50%              6.2
## 36                                   50.60%              7.4
## 37                                   55.30%             12.2
## 38                                    9.00%             51.3
## 39                                   12.70%             36.2
## 40                                   55.20%              7.6
## 41                                   67.90%              4.0
## 42                                   41.40%              3.7
## 43                                   75.90%              1.9
## 44                                   64.10%              2.7
## 45                                    6.60%             68.2
## 46                                   80.60%              3.6
## 47                                    5.30%             49.8
## 48                                   59.90%             24.1
## 49                                   44.90%             12.2
## 50                                   35.20%             18.1
## 51                                   29.40%             11.8
## 52                                    1.90%             62.6
## 53                                    3.40%             31.3
## 54                                   69.60%              2.1
## 55                                    8.10%             39.1
## 56                                   16.10%             21.6
## 57                                   88.20%              1.4
## 58                                   65.60%              3.4
## 59                                    8.30%             32.7
## 60                                    2.70%             39.0
## 61                                   63.90%              8.7
## 62                                   70.20%              3.1
## 63                                   15.70%             34.9
## 64                                  136.60%              3.6
## 65                                  104.60%             13.7
## 66                                   21.80%             22.1
## 67                                   11.60%             64.9
## 68                                    2.60%             54.0
## 69                                   11.60%             25.1
## 70                                    1.10%             49.5
## 71                                   26.20%             15.1
## 72                                   48.50%              3.6
## 73                                   71.80%              1.5
## 74                                   28.10%             29.9
## 75                                   36.30%             21.1
## 76                                   68.10%             12.4
## 77                                   16.20%             22.5
## 78                                   77.80%              3.1
## 79                                   63.40%              3.0
## 80                                   61.90%              2.6
## 81                                   27.10%             12.4
## 82                                   63.20%              1.8
## 83                                   34.40%             13.9
## 84                                   61.70%              8.8
## 85                                   11.50%             30.6
## 86                                                      41.2
## 87                                   54.40%              6.7
## 88                                   41.30%             16.9
## 89                                   15.00%             37.6
## 90                                   88.10%              3.3
## 91                                   26.30%              6.4
## 92                                   10.20%             65.7
## 93                                   11.90%             53.5
## 94                                   60.50%             10.2
## 95                                   72.40%              3.3
## 96                                   19.20%              1.9
## 97                                    5.40%             38.2
## 98                                    0.80%             35.3
## 99                                   45.10%              6.7
## 100                                  31.20%              7.4
## 101                                   4.50%             62.0
## 102                                  54.30%              6.1
## 103                                   5.00%             51.5
## 104                                  40.60%             13.6
## 105                                  40.20%             11.0
## 106                                  14.10%             25.6
## 107                                  39.80%             13.6
## 108                                  65.60%             14.0
## 109                                  56.10%              2.3
## 110                                  35.90%             19.2
## 111                                   7.30%             54.0
## 112                                  18.80%             36.8
## 113                                  22.90%             29.0
## 114                                  12.40%             26.7
## 115                                  85.00%              3.3
## 116                                  82.00%              4.7
## 117                                  17.40%             15.7
## 118                                   4.40%             48.0
## 119                                  10.20%             75.7
## 120                                  27.00%             13.7
## 121                                  82.00%              2.1
## 122                                  38.00%              9.8
## 123                                   9.00%             57.2
## 124                                  47.80%             13.1
## 125                                   1.80%             38.0
## 126                                  34.60%             17.2
## 127                                  70.70%             11.1
## 128                                  35.50%             22.5
## 129                                  67.80%              3.8
## 130                                  63.90%              3.1
## 131                                  17.90%              5.8
## 132                                  49.40%              6.1
## 133                                  81.90%              6.1
## 134                                   6.70%             27.0
## 135                                  14.10%             14.9
## 136                                  23.70%             14.8
## 137                                   7.60%             13.6
## 138                                  68.00%              6.0
## 139                                  12.80%             31.8
## 140                                  67.20%              4.8
## 141                                  17.10%             12.4
## 142                                   2.00%             78.5
## 143                                  84.80%              2.3
## 144                                  46.60%              4.6
## 145                                  78.60%              1.7
## 146                                                     17.1
## 147                                   2.50%             76.6
## 148                                  22.40%             28.5
## 149                                  94.30%              2.7
## 150                                  88.90%              2.5
## 151                                  19.60%              6.4
## 152                                  16.90%             42.1
## 153                                  12.60%             16.9
## 154                                  67.00%              2.2
## 155                                  59.60%              3.7
## 156                                  40.10%             14.0
## 157                                  31.30%             30.4
## 158                                   4.00%             37.6
## 159                                  49.30%              7.8
## 160                                  17.80%             39.3
## 161                                  14.50%             47.4
## 162                                   6.40%             13.4
## 163                                  12.00%             16.4
## 164                                  31.70%             14.6
## 165                                  23.90%              9.1
## 166                                   8.00%             39.3
## 167                                   4.80%             33.8
## 168                                  82.70%              7.5
## 169                                  36.80%              6.5
## 170                                  60.00%              3.6
## 171                                  88.20%              5.6
## 172                                  63.10%              6.4
## 173                                  10.10%             19.1
## 174                                   4.70%             22.3
## 175                                  79.30%             21.4
## 176                                  28.50%             16.5
## 177                                  10.20%             42.9
## 178                                   4.10%             40.4
## 179                                  10.00%             33.9
##                Largest.city Life.expectancy Maternal.mortality.ratio
## 1                     Kabul            64.5                      638
## 2                    Tirana            78.5                       15
## 3                   Algiers            76.7                      112
## 4                    Luanda            60.8                      241
## 5    St. John's, Saint John            76.9                       42
## 6              Buenos Aires            76.5                       39
## 7                   Yerevan            74.9                       26
## 8                    Sydney            82.7                        6
## 9                    Vienna            81.6                        5
## 10                     Baku            72.9                       26
## 11          Nassau, Bahamas            73.8                       70
## 12                    Riffa            77.2                       14
## 13                    Dhaka            72.3                      173
## 14               Bridgetown            79.1                       27
## 15                    Minsk            74.2                        2
## 16                 Brussels            81.6                        5
## 17              Belize City            74.5                       36
## 18                  Cotonou            61.5                      397
## 19                  Thimphu            71.5                      183
## 20  Santa Cruz de la Sierra            71.2                      155
## 21             Tuzla Canton            77.3                       10
## 22                 Gaborone            69.3                      144
## 23                    S����            75.7                       60
## 24                                     75.7                       31
## 25                    Sofia            74.9                       10
## 26              Ouagadougou            61.2                      320
## 27                Bujumbura            61.2                      548
## 28                  Abidjan            57.4                      617
## 29                    Praia            72.8                       58
## 30               Phnom Penh            69.6                      160
## 31                   Douala            58.9                      529
## 32                  Toronto            81.9                       10
## 33                   Bangui            52.8                      829
## 34                N'Djamena            54.0                     1140
## 35                 Santiago            80.0                       13
## 36                 Shanghai            77.0                       29
## 37                   Bogot�            77.1                       83
## 38          Moroni, Comoros            64.1                      273
## 39              Brazzaville            64.3                      378
## 40            San Jos������            80.1                       27
## 41                   Zagreb            78.1                        8
## 42                   Havana            78.7                       36
## 43            Statos�������            80.8                        6
## 44                   Prague            79.0                        3
## 45                 Kinshasa            60.4                      473
## 46               Copenhagen            81.0                        4
## 47            Djibouti City            66.6                      248
## 48            Santo Domingo            73.9                       95
## 49                    Quito            76.8                       59
## 50                    Cairo            71.8                       37
## 51             San Salvador            73.1                       46
## 52                   Malabo            58.4                      301
## 53                   Asmara            65.9                      480
## 54                  Tallinn            78.2                        9
## 55              Addis Ababa            66.2                      401
## 56                     Suva            67.3                       34
## 57                 Helsinki            81.7                        3
## 58                    Paris            82.5                        8
## 59               Libreville            66.2                      252
## 60                Serekunda            61.7                      597
## 61                  Tbilisi            73.6                       25
## 62                   Berlin            80.9                        7
## 63                    Accra            63.8                      308
## 64                Macedonia            81.3                        3
## 65    St. George's, Grenada            72.4                       25
## 66           Guatemala City            74.1                       95
## 67                   Kankan            61.2                      576
## 68                   Bissau            58.0                      667
## 69       Georgetown, Guyana            69.8                      169
## 70           Port-au-Prince            63.7                      480
## 71              Tegucigalpa            75.1                       65
## 72                 Budapest            75.8                       12
## 73                Reykjav��            82.7                        4
## 74                 Kurebhar            69.4                      145
## 75               Kalimantan            71.5                      177
## 76                   Tehran            76.5                       16
## 77                  Baghdad            70.5                       79
## 78                 Connacht            82.3                        5
## 79                Jerusalem            82.8                        3
## 80                     Rome            82.9                        2
## 81        Kingston, Jamaica            74.4                       80
## 82                    Tokyo            84.2                        5
## 83                    Amman            74.4                       46
## 84                   Almaty            73.2                       10
## 85                  Nairobi            66.3                      342
## 86             South Tarawa            68.1                       92
## 87              Kuwait City            75.4                       12
## 88                  Bishkek            71.4                       60
## 89                Vientiane            67.6                      185
## 90                     Riga            74.7                       19
## 91         Tripoli, Lebanon            78.9                       29
## 92                   Maseru            53.7                      544
## 93                 Monrovia            63.7                      661
## 94                                     72.7                       72
## 95                  Vilnius            75.7                        8
## 96          Luxembourg City            82.1                        5
## 97             Antananarivo            66.7                      335
## 98                 Lilongwe            63.8                      349
## 99              Johor Bahru            76.0                       29
## 100                    Mal�            78.6                       53
## 101                  Bamako            58.9                      562
## 102              Birkirkara            82.3                        6
## 103              Nouakchott            64.7                      766
## 104              Port Louis            74.4                       61
## 105             Mexico City            75.0                       33
## 106                 Palikir            67.8                       88
## 107                 Chi����            71.8                       19
## 108             Ulaanbaatar            69.7                       45
## 109               Podgorica            76.8                        6
## 110              Casablanca            76.5                       70
## 111                  Maputo            60.2                      289
## 112                  Yangon            66.9                      250
## 113                Windhoek            63.4                      195
## 114               Kathmandu            70.5                      186
## 115               Amsterdam            81.8                        5
## 116                Auckland            81.9                        9
## 117                 Managua            74.3                       98
## 118                  Niamey            62.0                      509
## 119                   Lagos            54.3                      917
## 120               Pyongyang            72.1                       89
## 121                    Oslo            82.8                        2
## 122                    Seeb            77.6                       19
## 123                 Karachi            67.1                      140
## 124             Panama City            78.3                       52
## 125            Port Moresby            64.3                      145
## 126         Ciudad del Este            74.1                      129
## 127                    Lima            76.5                       88
## 128                  Manila            71.1                      121
## 129                  Warsaw            77.6                        2
## 130                  Lisbon            81.3                        8
## 131                    Doha            80.1                        9
## 132               Bucharest            75.4                       19
## 133                  Moscow            72.7                       17
## 134                  Kigali            68.7                      248
## 135                Castries            76.1                      117
## 136               Calliaqua            72.4                       68
## 137                    Apia            73.2                       43
## 138                  Riyadh            75.0                       17
## 139                  Pikine            67.7                      315
## 140                Belgrade            75.5                       12
## 141    Victoria, Seychelles            72.8                       53
## 142                Freetown            54.3                     1120
## 143                                    83.1                        8
## 144              Bratislava            77.2                        5
## 145               Ljubljana            81.0                        7
## 146                 Honiara            72.8                      104
## 147                  Bosaso            57.1                      829
## 148            Johannesburg            63.9                      119
## 149                   Seoul            82.6                       11
## 150                  Madrid            83.3                        4
## 151                 Colombo            76.8                       36
## 152                Omdurman            65.1                      295
## 153              Paramaribo            71.6                      120
## 154                  S�����            82.5                        4
## 155                    Z���            83.6                        5
## 156                Damascus            71.8                       31
## 157                Dushanbe            70.9                       17
## 158           Dar es Salaam            65.0                      524
## 159                 Bangkok            76.9                       37
## 160                    Dili            69.3                      142
## 161                    Lom�            60.8                      396
## 162                Nuku����            70.8                       52
## 163               Chaguanas            73.4                       67
## 164                   Tunis            76.5                       43
## 165                Istanbul            77.4                       17
## 166                Ashgabat            68.1                        7
## 167                 Buganda            63.0                      375
## 168                    Kyiv            71.6                       19
## 169                   Dubai            77.8                        3
## 170                  London            81.3                        7
## 171           New York City            78.5                       19
## 172              Montevideo            77.8                       17
## 173                Tashkent            71.6                       29
## 174               Port Vila            70.3                       72
## 175                 Caracas            72.1                      125
## 176        Ho Chi Minh City            75.3                       43
## 177                   Sanaa            66.1                      164
## 178                  Lusaka            63.5                      213
## 179                  Harare            61.2                      458
##     Minimum.wage      Official.language Out.of.pocket.health.expenditure
## 1         $0.43                  Pashto                           78.40%
## 2         $1.12                Albanian                           56.90%
## 3         $0.95                  Arabic                           28.10%
## 4         $0.71              Portuguese                           33.40%
## 5         $3.04                 English                           24.30%
## 6         $3.35                 Spanish                           17.60%
## 7         $0.66                Armenian                           81.60%
## 8        $13.59                    None                           19.60%
## 9                                German                           17.90%
## 10        $0.47    Azerbaijani language                           78.60%
## 11        $5.25                 English                           27.80%
## 12                               Arabic                           25.10%
## 13        $0.51                 Bengali                           71.80%
## 14        $3.13                 English                           45.20%
## 15        $1.49                 Russian                           34.50%
## 16       $10.31                  French                           17.60%
## 17        $1.65                 English                           22.70%
## 18        $0.39                  French                           40.50%
## 19        $0.32                Dzongkha                           19.80%
## 20        $1.36                 Spanish                           25.90%
## 21        $1.04                 Bosnian                           28.60%
## 22        $0.29                 English                            5.30%
## 23        $1.53              Portuguese                           28.30%
## 24                                Malay                            6.00%
## 25        $1.57               Bulgarian                           47.70%
## 26        $0.34                  French                           36.10%
## 27                              Kirundi                           19.10%
## 28        $0.36                  French                           36.00%
## 29        $0.68              Portuguese                           23.20%
## 30                       Khmer language                           59.40%
## 31        $0.35                  French                           69.70%
## 32        $9.51                  French                           14.60%
## 33        $0.37                  French                           39.60%
## 34        $0.60                  French                           56.40%
## 35        $2.00                 Spanish                           32.20%
## 36        $0.87        Standard Chinese                           32.40%
## 37        $1.23                 Spanish                           18.30%
## 38        $0.71                  French                           74.80%
## 39        $0.88                  French                           43.80%
## 40        $1.84                 Spanish                           21.50%
## 41        $2.92                Croatian                           15.20%
## 42        $0.05                 Spanish                                 
## 43                                Greek                           43.90%
## 44        $3.00                   Czech                           14.80%
## 45        $0.18                  French                           37.40%
## 46                               Danish                           13.70%
## 47                               French                           20.40%
## 48        $0.40                 Spanish                           43.70%
## 49        $2.46                 Spanish                           43.70%
## 50               Modern Standard Arabic                           62.00%
## 51        $0.50                 Spanish                           27.90%
## 52        $1.05                 Spanish                           72.00%
## 53                             Tigrinya                           52.40%
## 54        $3.14                Estonian                           22.80%
## 55                              Amharic                           37.80%
## 56        $1.28              Fiji Hindi                           21.40%
## 57                              Swedish                           19.90%
## 58       $11.16                  French                            6.80%
## 59        $1.46                  French                           25.90%
## 60        $0.13                 English                           20.30%
## 61        $0.05                Georgian                           57.30%
## 62        $9.99                  German                           12.50%
## 63        $0.27                 English                           36.10%
## 64        $4.46                   Greek                           35.50%
## 65                              English                           57.00%
## 66        $1.60                 Spanish                           55.80%
## 67                               French                           54.50%
## 68        $0.16              Portuguese                           37.20%
## 69        $0.98                 English                           40.50%
## 70        $0.25                  French                           36.30%
## 71        $1.01                 Spanish                           49.10%
## 72        $2.62               Hungarian                           29.00%
## 73                            Icelandic                           17.00%
## 74        $0.30                   Hindi                           65.10%
## 75        $0.48              Indonesian                           48.30%
## 76        $1.58                 Persian                           39.70%
## 77        $1.24                  Arabic                           76.50%
## 78       $10.79                   Irish                           15.20%
## 79        $7.58                  Hebrew                           24.40%
## 80                              Italian                           22.80%
## 81        $1.33        Jamaican English                           23.70%
## 82        $6.77                    None                           13.10%
## 83        $1.49                  Arabic                           25.10%
## 84        $0.41                 Russian                           38.80%
## 85        $0.25                 Swahili                           33.40%
## 86                              English                            0.20%
## 87        $0.95  Modern Standard Arabic                           14.40%
## 88        $0.09                 Russian                           48.20%
## 89        $0.83                     Lao                           45.40%
## 90        $2.80                 Latvian                           41.60%
## 91        $2.15                  Arabic                           32.10%
## 92        $0.41                 English                           16.90%
## 93        $0.17                 English                           19.60%
## 94        $1.88                  Arabic                           36.70%
## 95        $2.41              Lithuanian                           32.10%
## 96       $13.05           Luxembourgish                           10.60%
## 97        $0.21                  French                           21.70%
## 98        $0.12                 English                           11.00%
## 99        $0.93      Malaysian language                           36.70%
## 100                              Divehi                           16.40%
## 101       $0.23                  French                           46.30%
## 102       $5.07                 Maltese                           37.10%
## 103       $0.53                  Arabic                           48.20%
## 104       $0.38                  French                           50.70%
## 105       $0.49                    None                           41.40%
## 106                             English                            2.50%
## 107       $0.31                Romanian                           46.20%
## 108       $0.65               Mongolian                           39.30%
## 109       $1.23    Montenegrin language                           31.80%
## 110       $1.60                  Arabic                           53.10%
## 111       $0.27              Portuguese                            6.80%
## 112       $0.39                 Burmese                           73.90%
## 113                             English                            8.30%
## 114       $0.36                  Nepali                           60.40%
## 115      $10.29                   Dutch                           12.30%
## 116      $11.49                 English                           12.60%
## 117       $0.54                 Spanish                           36.00%
## 118       $0.29                  French                           52.30%
## 119       $0.54                 English                           72.20%
## 120                              Korean                                 
## 121                           Norwegian                           14.30%
## 122       $4.33                  Arabic                            6.40%
## 123       $0.69                    Urdu                           66.50%
## 124       $1.53                 Spanish                           30.50%
## 125       $1.16               Tok Pisin                            5.80%
## 126       $1.55                 Spanish                           36.50%
## 127       $1.28                 Spanish                           30.90%
## 128       $1.12                 English                           53.50%
## 129       $2.93                  Polish                           23.20%
## 130       $3.78              Portuguese                           27.70%
## 131                              Arabic                            6.20%
## 132       $2.25                Romanian                           21.30%
## 133       $0.53                 Russian                           36.40%
## 134                             Swahili                           26.00%
## 135                             English                           48.40%
## 136       $1.16                 English                           21.40%
## 137       $0.78                  Samoan                           11.50%
## 138       $3.85                  Arabic                           15.00%
## 139       $0.31                  French                           44.20%
## 140       $1.57                 Serbian                           40.60%
## 141       $2.00                  French                            2.50%
## 142       $0.57                 English                           38.20%
## 143                               Malay                           36.70%
## 144       $3.11                  Slovak                           18.40%
## 145       $5.25        Slovene language                           12.50%
## 146       $0.40                 English                            3.30%
## 147                              Arabic                                 
## 148                           Afrikaans                            7.70%
## 149       $6.49                  Korean                           36.80%
## 150       $5.60                 Spanish                           24.20%
## 151       $0.35                   Tamil                           38.40%
## 152       $0.41                  Arabic                           63.20%
## 153                               Dutch                           10.10%
## 154                             Swedish                           15.20%
## 155                              German                           28.30%
## 156       $1.02                  Arabic                           53.70%
## 157       $0.23                 Persian                           63.10%
## 158       $0.09                 Swahili                           26.10%
## 159       $1.06                    Thai                           11.80%
## 160       $0.60              Portuguese                           10.20%
## 161       $0.34                  French                           51.00%
## 162                     Tongan Language                           10.20%
## 163       $2.25                 English                           37.30%
## 164       $0.47                  Arabic                           39.80%
## 165       $3.45                 Turkish                           16.90%
## 166       $0.88                 Turkmen                           71.10%
## 167       $0.01                 Swahili                           40.50%
## 168       $0.84               Ukrainian                           47.80%
## 169                              Arabic                           17.80%
## 170      $10.13                 English                           14.80%
## 171       $7.25                    None                           11.10%
## 172       $1.66                 Spanish                           16.20%
## 173       $0.24                   Uzbek                           42.70%
## 174       $1.56                  French                            8.90%
## 175       $0.01                 Spanish                           45.80%
## 176       $0.73              Vietnamese                           43.50%
## 177                              Arabic                           81.00%
## 178       $0.24                 English                           27.50%
## 179                               Shona                           25.80%
##     Physicians.per.thousand    Population
## 1                      0.28    38,041,754
## 2                      1.20     2,854,191
## 3                      1.72    43,053,054
## 4                      0.21    31,825,295
## 5                      2.76        97,118
## 6                      3.96    44,938,712
## 7                      4.40     2,957,731
## 8                      3.68    25,766,605
## 9                      5.17     8,877,067
## 10                     3.45    10,023,318
## 11                     1.94       389,482
## 12                     0.93     1,501,635
## 13                     0.58   167,310,838
## 14                     2.48       287,025
## 15                     5.19     9,466,856
## 16                     3.07    11,484,055
## 17                     1.12       390,353
## 18                     0.08    11,801,151
## 19                     0.42       727,145
## 20                     1.59    11,513,100
## 21                     2.16     3,301,000
## 22                     0.37     2,346,179
## 23                     2.15   212,559,417
## 24                     1.61       433,285
## 25                     4.03     6,975,761
## 26                     0.08    20,321,378
## 27                     0.10    11,530,580
## 28                     0.23    25,716,544
## 29                     0.77       483,628
## 30                     0.17    16,486,542
## 31                     0.09    25,876,380
## 32                     2.61    36,991,981
## 33                     0.06     4,745,185
## 34                     0.04    15,946,876
## 35                     2.59    18,952,038
## 36                     1.98 1,397,715,000
## 37                     2.18    50,339,443
## 38                     0.27       850,886
## 39                     0.12     5,380,508
## 40                     2.89     5,047,561
## 41                     3.00     4,067,500
## 42                     8.42    11,333,483
## 43                     1.95     1,198,575
## 44                     4.12    10,669,709
## 45                     0.07    86,790,567
## 46                     4.01     5,818,553
## 47                     0.22       973,560
## 48                     1.56    10,738,958
## 49                     2.04    17,373,662
## 50                     0.45   100,388,073
## 51                     1.57     6,453,553
## 52                     0.40     1,355,986
## 53                     0.06     6,333,135
## 54                     4.48     1,331,824
## 55                     0.08   112,078,730
## 56                     0.84       889,953
## 57                     3.81     5,520,314
## 58                     3.27    67,059,887
## 59                     0.68     2,172,579
## 60                     0.10     2,347,706
## 61                     7.12     3,720,382
## 62                     4.25    83,132,799
## 63                     0.14    30,792,608
## 64                     5.48    10,716,322
## 65                     1.41       112,003
## 66                     0.35    16,604,026
## 67                     0.08    12,771,246
## 68                     0.13     1,920,922
## 69                     0.80       782,766
## 70                     0.23    11,263,077
## 71                     0.31     9,746,117
## 72                     3.41     9,769,949
## 73                     4.08       361,313
## 74                     0.86 1,366,417,754
## 75                     0.43   270,203,917
## 76                     1.58    82,913,906
## 77                     0.71    39,309,783
## 78                     3.31     5,007,069
## 79                     4.62     9,053,300
## 80                     3.98    60,297,396
## 81                     1.31     2,948,279
## 82                     2.41   126,226,568
## 83                     2.32    10,101,694
## 84                     3.25    18,513,930
## 85                     0.16    52,573,973
## 86                     0.20       117,606
## 87                     2.58     4,207,083
## 88                     1.88     6,456,900
## 89                     0.37     7,169,455
## 90                     3.19     1,912,789
## 91                     2.10     6,855,713
## 92                     0.07     2,125,268
## 93                     0.04     4,937,374
## 94                     2.09     6,777,452
## 95                     6.35     2,786,844
## 96                     3.01       645,397
## 97                     0.18    26,969,307
## 98                     0.04    18,628,747
## 99                     1.51    32,447,385
## 100                    4.56       530,953
## 101                    0.13    19,658,031
## 102                    2.86       502,653
## 103                    0.19     4,525,696
## 104                    2.53     1,265,711
## 105                    2.38   126,014,024
## 106                    0.18       113,815
## 107                    3.21     2,657,637
## 108                    2.86     3,225,167
## 109                    2.76       622,137
## 110                    0.73    36,910,560
## 111                    0.08    30,366,036
## 112                    0.68    54,045,420
## 113                    0.42     2,494,530
## 114                    0.75    28,608,710
## 115                    3.61    17,332,850
## 116                    3.59     4,841,000
## 117                    0.98     6,545,502
## 118                    0.04    23,310,715
## 119                    0.38   200,963,599
## 120                    3.67    25,666,161
## 121                    2.92     5,347,896
## 122                    2.00     5,266,535
## 123                    0.98   216,565,318
## 124                    1.57     4,246,439
## 125                    0.07     8,776,109
## 126                    1.35     7,044,636
## 127                    1.27    32,510,453
## 128                    0.60   108,116,615
## 129                    2.38    37,970,874
## 130                    5.12    10,269,417
## 131                    2.49     2,832,067
## 132                    2.98    19,356,544
## 133                    4.01   144,373,535
## 134                    0.13    12,626,950
## 135                    0.64       182,790
## 136                    0.66       100,455
## 137                    0.34       202,506
## 138                    2.61    34,268,528
## 139                    0.07    16,296,364
## 140                    3.11     6,944,975
## 141                    0.95        97,625
## 142                    0.03     7,813,215
## 143                    2.29     5,703,569
## 144                    3.42     5,454,073
## 145                    3.09     2,087,946
## 146                    0.19       669,823
## 147                    0.02    15,442,905
## 148                    0.91    58,558,270
## 149                    2.36    51,709,098
## 150                    3.87    47,076,781
## 151                    1.00    21,803,000
## 152                    0.26    42,813,238
## 153                    1.21       581,372
## 154                    3.98    10,285,453
## 155                    4.30     8,574,832
## 156                    1.22    17,070,135
## 157                    1.70     9,321,018
## 158                    0.01    58,005,463
## 159                    0.81    69,625,582
## 160                    0.72     3,500,000
## 161                    0.08     8,082,366
## 162                    0.52       100,209
## 163                    4.17     1,394,973
## 164                    1.30    11,694,719
## 165                    1.85    83,429,615
## 166                    2.22     5,942,089
## 167                    0.17    44,269,594
## 168                    2.99    44,385,155
## 169                    2.53     9,770,529
## 170                    2.81    66,834,405
## 171                    2.61   328,239,523
## 172                    5.05     3,461,734
## 173                    2.37    33,580,650
## 174                    0.17       299,882
## 175                    1.92    28,515,829
## 176                    0.82    96,462,106
## 177                    0.31    29,161,922
## 178                    1.19    17,861,030
## 179                    0.21    14,645,468
##     Population..Labor.force.participation.... Tax.revenue.... Total.tax.rate
## 1                                      48.90%           9.30%         71.40%
## 2                                      55.70%          18.60%         36.60%
## 3                                      41.20%          37.20%         66.10%
## 4                                      77.50%           9.20%         49.10%
## 5                                                      16.50%         43.00%
## 6                                      61.30%          10.10%        106.30%
## 7                                      55.60%          20.90%         22.60%
## 8                                      65.50%          23.00%         47.40%
## 9                                      60.70%          25.40%         51.40%
## 10                                     66.50%          13.00%         40.70%
## 11                                     74.60%          14.80%         33.80%
## 12                                     73.40%           4.20%         13.80%
## 13                                     59.00%           8.80%         33.40%
## 14                                     65.20%          27.50%         35.60%
## 15                                     64.10%          14.70%         53.30%
## 16                                     53.60%          24.00%         55.40%
## 17                                     65.10%          26.30%         31.10%
## 18                                     70.90%          10.80%         48.90%
## 19                                     66.70%          16.00%         35.30%
## 20                                     71.80%          17.00%         83.70%
## 21                                     46.40%          20.40%         23.70%
## 22                                     70.80%          19.50%         25.10%
## 23                                     63.90%          14.20%         65.10%
## 24                                     64.70%                          8.00%
## 25                                     55.40%          20.20%         28.30%
## 26                                     66.40%          15.00%         41.30%
## 27                                     79.20%          13.60%         41.20%
## 28                                     57.00%          11.80%         50.10%
## 29                                     60.50%          20.10%         37.50%
## 30                                     82.30%          17.10%         23.10%
## 31                                     76.10%          12.80%         57.70%
## 32                                     65.10%          12.80%         24.50%
## 33                                     72.00%           8.60%         73.30%
## 34                                     70.70%                         63.50%
## 35                                     62.60%          18.20%         34.00%
## 36                                     68.00%           9.40%         59.20%
## 37                                     68.80%          14.40%         71.20%
## 38                                     43.30%                        219.60%
## 39                                     69.40%           9.00%         54.30%
## 40                                     62.10%          13.60%         58.30%
## 41                                     51.20%          22.00%         20.50%
## 42                                     53.60%                               
## 43                                     63.10%          24.50%         22.40%
## 44                                     60.60%          14.90%         46.10%
## 45                                     63.50%          10.70%         50.70%
## 46                                     62.20%          32.40%         23.80%
## 47                                     60.20%                         37.90%
## 48                                     64.30%          13.00%         48.80%
## 49                                     68.00%                         34.40%
## 50                                     46.40%          12.50%         44.40%
## 51                                     59.10%          18.10%         36.40%
## 52                                     62.00%           6.10%         79.40%
## 53                                     78.40%                         83.70%
## 54                                     63.60%          20.90%         47.80%
## 55                                     79.60%           7.50%         37.70%
## 56                                     57.60%          24.20%         32.10%
## 57                                     59.10%          20.80%         36.60%
## 58                                     55.10%          24.20%         60.70%
## 59                                     52.90%          10.20%         47.10%
## 60                                     59.40%           9.40%         48.40%
## 61                                     68.30%          21.70%          9.90%
## 62                                     60.80%          11.50%         48.80%
## 63                                     67.80%          12.60%         55.40%
## 64                                     51.80%          26.20%         51.90%
## 65                                                     19.40%         47.80%
## 66                                     62.30%          10.60%         35.20%
## 67                                     61.50%          10.80%         69.30%
## 68                                     72.00%          10.30%         45.50%
## 69                                     56.20%                         30.60%
## 70                                     67.20%                         42.70%
## 71                                     68.80%          17.30%         39.10%
## 72                                     56.50%          23.00%         37.90%
## 73                                     75.00%          23.30%         31.90%
## 74                                     49.30%          11.20%         49.70%
## 75                                     67.50%          10.20%         30.10%
## 76                                     44.70%           7.40%         44.70%
## 77                                     43.00%           2.00%         30.80%
## 78                                     62.10%          18.30%         26.10%
## 79                                     64.00%          23.10%         25.30%
## 80                                     49.60%          24.30%         59.10%
## 81                                     66.00%          26.80%         35.10%
## 82                                     61.70%          11.90%         46.70%
## 83                                     39.30%          15.10%         28.60%
## 84                                     68.80%          11.70%         28.40%
## 85                                     74.70%          15.10%         37.20%
## 86                                                     22.00%         32.70%
## 87                                     73.50%           1.40%         13.00%
## 88                                     59.80%          18.00%         29.00%
## 89                                     78.50%          12.90%         24.10%
## 90                                     61.40%          22.90%         38.10%
## 91                                     47.00%          15.30%         32.20%
## 92                                     67.90%          31.60%         13.60%
## 93                                     76.30%          12.90%         46.20%
## 94                                     49.70%                         32.60%
## 95                                     61.60%          16.90%         42.60%
## 96                                     59.30%          26.50%         20.40%
## 97                                     86.10%          10.20%         38.30%
## 98                                     76.70%          17.30%         34.50%
## 99                                     64.30%          12.00%         38.70%
## 100                                    69.80%          19.50%         30.20%
## 101                                    70.80%          11.60%         54.50%
## 102                                    56.50%          26.20%         44.00%
## 103                                    45.90%                         67.00%
## 104                                    58.30%          19.10%         22.20%
## 105                                    60.70%          13.10%         55.10%
## 106                                                    25.20%         60.50%
## 107                                    43.10%          17.70%         38.70%
## 108                                    59.70%          16.80%         25.70%
## 109                                    54.40%                         22.20%
## 110                                    45.30%          21.90%         45.80%
## 111                                    78.10%           0.00%         36.10%
## 112                                    61.70%           5.40%         31.20%
## 113                                    59.50%          27.10%         20.70%
## 114                                    83.80%          20.70%         41.80%
## 115                                    63.60%          23.00%         41.20%
## 116                                    69.90%          29.00%         34.60%
## 117                                    66.40%          15.60%         60.60%
## 118                                    72.00%          11.80%         47.20%
## 119                                    52.90%           1.50%         34.80%
## 120                                    80.40%                               
## 121                                    63.80%          23.90%         36.20%
## 122                                    72.40%           2.50%         27.40%
## 123                                    52.60%           9.20%         33.90%
## 124                                    66.60%                         37.20%
## 125                                    47.20%          13.60%         37.10%
## 126                                    72.10%          10.00%         35.00%
## 127                                    77.60%          14.30%         36.80%
## 128                                    59.60%          14.00%         43.10%
## 129                                    56.70%          17.40%         40.80%
## 130                                    58.80%          22.80%         39.80%
## 131                                    86.80%          14.70%         11.30%
## 132                                    54.70%          14.60%         20.00%
## 133                                    61.80%          11.40%         46.20%
## 134                                    83.70%          14.30%         33.20%
## 135                                    67.10%          18.20%         34.70%
## 136                                    65.90%          25.40%         37.00%
## 137                                    43.70%          25.50%         19.30%
## 138                                    55.90%           8.90%         15.70%
## 139                                    45.70%          16.30%         44.80%
## 140                                    54.90%          18.60%         36.60%
## 141                                                    34.10%         30.10%
## 142                                    57.90%           8.60%         30.70%
## 143                                    70.50%          13.10%         21.00%
## 144                                    59.50%          18.70%         49.70%
## 145                                    58.40%          18.60%         31.00%
## 146                                    83.80%          29.50%         32.00%
## 147                                    47.40%           0.00%               
## 148                                    56.00%          27.50%         29.20%
## 149                                    63.00%          15.60%         33.20%
## 150                                    57.50%          14.20%         47.00%
## 151                                    53.90%          11.90%         55.20%
## 152                                    48.40%           8.00%         45.40%
## 153                                    51.10%          19.50%         27.90%
## 154                                    64.60%          27.90%         49.10%
## 155                                    68.30%          10.10%         28.80%
## 156                                    44.10%          14.20%         42.70%
## 157                                    42.00%           9.80%         67.30%
## 158                                    83.40%          11.50%         43.80%
## 159                                    67.30%          14.90%         29.50%
## 160                                    67.30%          25.00%         17.30%
## 161                                    77.60%          16.90%         48.20%
## 162                                    59.80%          22.30%         27.50%
## 163                                    60.00%          19.50%         40.50%
## 164                                    46.10%          21.10%         60.70%
## 165                                    52.80%          17.90%         42.30%
## 166                                    64.50%                               
## 167                                    70.30%          11.70%         33.70%
## 168                                    54.20%          20.10%         45.20%
## 169                                    82.10%           0.10%         15.90%
## 170                                    62.80%          25.50%         30.60%
## 171                                    62.00%           9.60%         36.60%
## 172                                    64.00%          20.10%         41.80%
## 173                                    65.10%          14.80%         31.60%
## 174                                    69.90%          17.80%          8.50%
## 175                                    59.70%                         73.30%
## 176                                    77.40%          19.10%         37.60%
## 177                                    38.00%                         26.60%
## 178                                    74.60%          16.20%         15.60%
## 179                                    83.10%          20.70%         31.60%
##     Unemployment.rate Urban_population   Latitude   Longitude
## 1              11.12%        9,797,273  33.939110   67.709953
## 2              12.33%        1,747,593  41.153332   20.168331
## 3              11.70%       31,510,100  28.033886    1.659626
## 4               6.89%       21,061,025 -11.202692   17.873887
## 5                               23,800  17.060816  -61.796428
## 6               9.79%       41,339,571 -38.416097  -63.616672
## 7              16.99%        1,869,848  40.069099   45.038189
## 8               5.27%       21,844,756 -25.274398  133.775136
## 9               4.67%        5,194,416  47.516231   14.550072
## 10              5.51%        5,616,165  40.143105   47.576927
## 11             10.36%          323,784  25.034280  -77.396280
## 12              0.71%        1,467,109  26.066700   50.557700
## 13              4.19%       60,987,417  23.684994   90.356331
## 14             10.33%           89,431  13.193887  -59.543198
## 15              4.59%        7,482,982  53.709807   27.953389
## 16              5.59%       11,259,082  50.503887    4.469936
## 17              6.41%          179,039  17.189877  -88.497650
## 18              2.23%        5,648,149   9.307690    2.315834
## 19              2.34%          317,538  27.514162   90.433601
## 20              3.50%        8,033,035 -16.290154  -63.588653
## 21             18.42%        1,605,144  43.915886   17.679076
## 22             18.19%        1,616,550 -22.328474   24.684866
## 23             12.08%      183,241,641 -14.235004  -51.925280
## 24              9.12%          337,711   4.535277  114.727669
## 25              4.34%        5,256,027  42.733883   25.485830
## 26              6.26%        6,092,349  12.238333   -1.561593
## 27              1.43%        1,541,177  -3.373056   29.918886
## 28              3.32%       13,176,900   7.539989   -5.547080
## 29             12.25%          364,029  16.538800  -23.041800
## 30              0.68%        3,924,621  12.565679  104.990963
## 31              3.38%       14,741,256   7.369722   12.354722
## 32              5.56%       30,628,482  56.130366 -106.346771
## 33              3.68%        1,982,064   6.611111   20.939444
## 34              1.89%        3,712,273  15.454166   18.732207
## 35              7.09%       16,610,135 -35.675147  -71.542969
## 36              4.32%      842,933,962  35.861660  104.195397
## 37              9.71%       40,827,302   4.570868  -74.297333
## 38              4.34%          248,152 -11.645500   43.333300
## 39              9.47%        3,625,010  -0.228021   15.827659
## 40             11.85%        4,041,885   9.748917  -83.753428
## 41              6.93%        2,328,318  45.100000   15.200000
## 42              1.64%        8,739,135  21.521757  -77.781167
## 43              7.27%          800,708  35.126413   33.429859
## 44              1.93%        7,887,156  49.817492   15.472962
## 45              4.24%       39,095,679  -4.038333   21.758664
## 46              4.91%        5,119,978  56.263920    9.501785
## 47             10.30%          758,549  11.825138   42.590275
## 48              5.84%        8,787,475  18.735693  -70.162651
## 49              3.97%       11,116,711  -1.831239  -78.183406
## 50             10.76%       42,895,824  26.820553   30.802498
## 51              4.11%        4,694,702  13.794185  -88.896530
## 52              6.43%          984,812   1.650801   10.267895
## 53              5.14%        1,149,670  15.179384   39.782334
## 54              5.11%          916,024  58.595272   25.013607
## 55              2.08%       23,788,710   9.145000   40.489673
## 56              4.10%          505,048 -17.713371  178.065032
## 57              6.59%        4,716,888  61.924110   25.748151
## 58              8.43%       54,123,364  46.227638    2.213749
## 59             20.00%        1,949,694  -0.803689   11.609444
## 60              9.06%        1,453,958  13.443182  -15.310139
## 61             14.40%        2,196,476  42.315407   43.356892
## 62              3.04%       64,324,835  51.165691   10.451526
## 63              4.33%       17,249,054   7.946527   -1.023194
## 64             17.24%        8,507,474  39.074208   21.824312
## 65                              40,765  12.116500  -61.679000
## 66              2.46%        8,540,945  15.783471  -90.230759
## 67              4.30%        4,661,505   9.945587   -9.696645
## 68              2.47%          840,922  11.803749  -15.180413
## 69             11.85%          208,912   4.860416  -58.930180
## 70             13.78%        6,328,948  18.971187  -72.285215
## 71              5.39%        5,626,433  15.199999  -86.241905
## 72              3.40%        6,999,582  47.162494   19.503304
## 73              2.84%          339,110  64.963051  -19.020835
## 74              5.36%      471,031,528  20.593684   78.962880
## 75              4.69%      151,509,724  -0.789275  113.921327
## 76             11.38%       62,509,623  32.427908   53.688046
## 77             12.82%       27,783,368  33.223191   43.679291
## 78              4.93%        3,133,123  53.412910   -8.243890
## 79              3.86%        8,374,393  31.046051   34.851612
## 80              9.89%       42,651,966  41.871940   12.567380
## 81              8.00%        1,650,594  18.109581  -77.297508
## 82              2.29%      115,782,416  36.204824  138.252924
## 83             14.72%        9,213,048  30.585164   36.238414
## 84              4.59%       10,652,915  48.019573   66.923684
## 85              2.64%       14,461,523  -0.023559   37.906193
## 86                              64,489   1.836898 -157.376832
## 87              2.18%        4,207,083  29.311660   47.481766
## 88              6.33%        2,362,644  41.204380   74.766098
## 89              0.63%        2,555,552  19.856270  102.495496
## 90              6.52%        1,304,943  56.879635   24.603189
## 91              6.23%        6,084,994  33.854721   35.862285
## 92             23.41%          607,508 -29.609988   28.233608
## 93              2.81%        2,548,426   6.428055   -9.429499
## 94             18.56%        5,448,597  26.335100   17.228331
## 95              6.35%        1,891,013  55.169438   23.881275
## 96              5.36%          565,488  49.815273    6.129583
## 97              1.76%       10,210,849 -18.766947   46.869107
## 98              5.65%        3,199,301 -13.254308   34.301525
## 99              3.32%       24,475,766   4.210484  101.975766
## 100             6.14%          213,645   3.202778   73.220680
## 101             7.22%        8,479,688  17.570692   -3.996166
## 102             3.47%          475,902  35.937496   14.375416
## 103             9.55%        2,466,821  21.007890  -10.940835
## 104             6.67%          515,980 -20.348404   57.552152
## 105             3.42%      102,626,859  23.634501 -102.552784
## 106                             25,963   7.425554  150.550812
## 107             5.47%        1,135,502  47.411631   28.369885
## 108             6.01%        2,210,626  46.862496  103.846656
## 109            14.88%          417,765  42.708678   19.374390
## 110             9.02%       22,975,026  31.791702   -7.092620
## 111             3.24%       11,092,106 -18.665695   35.529562
## 112             1.58%       16,674,093  21.916221   95.955974
## 113            20.27%        1,273,258 -22.957640   18.490410
## 114             1.41%        5,765,513  28.394857   84.124008
## 115             3.20%       15,924,729  52.132633    5.291266
## 116             4.07%        4,258,860 -40.900557  174.885971
## 117             6.84%        3,846,137  12.865416  -85.207229
## 118             0.47%        3,850,231  17.607789    8.081666
## 119             8.10%      102,806,948   9.081999    8.675277
## 120             2.74%       15,947,412  40.339852  127.510093
## 121             3.35%        4,418,218  60.472024    8.468946
## 122             2.67%        4,250,777  21.473533   55.975413
## 123             4.45%       79,927,762  30.375321   69.345116
## 124             3.90%        2,890,084   8.537981  -80.782127
## 125             2.46%        1,162,834  -6.314993  143.955550
## 126             4.81%        4,359,150 -23.442503  -58.443832
## 127             3.31%       25,390,339  -9.189967  -75.015152
## 128             2.15%       50,975,903  12.879721  121.774017
## 129             3.47%       22,796,574  51.919438   19.145136
## 130             6.33%        6,753,579  39.399872   -8.224454
## 131             0.09%        2,809,071  25.354826   51.183884
## 132             3.98%       10,468,793  45.943161   24.966760
## 133             4.59%      107,683,889  61.524010  105.318756
## 134             1.03%        2,186,104  -1.940278   29.873888
## 135            20.71%           34,280  13.909444  -60.978893
## 136            18.88%           58,185  12.984305  -61.287228
## 137             8.36%           35,588 -13.759029 -172.104629
## 138             5.93%       28,807,838  23.885942   45.079162
## 139             6.60%        7,765,706  14.497401  -14.452362
## 140            12.69%        3,907,243  44.016521   21.005859
## 141                             55,762  -4.679574   55.491977
## 142             4.43%        3,319,366   8.460555  -11.779889
## 143             4.11%        5,703,569   1.352083  103.819836
## 144             5.56%        2,930,419  48.669026   19.699024
## 145             4.20%        1,144,654  46.151241   14.995463
## 146             0.58%          162,164  -9.645710  160.156194
## 147            11.35%        7,034,861   5.152149   46.199616
## 148            28.18%       39,149,717 -30.559482   22.937506
## 149             4.15%       42,106,719  35.907757  127.766922
## 150            13.96%       37,927,409  40.463667   -3.749220
## 151             4.20%        4,052,088   7.873054   80.771797
## 152            16.53%       14,957,233  12.862807   30.217636
## 153             7.33%          384,258   3.919305  -56.027783
## 154             6.48%        9,021,165  60.128161   18.643501
## 155             4.58%        6,332,428  46.818188    8.227512
## 156             8.37%        9,358,019  34.802075   38.996815
## 157            11.02%        2,545,477  38.861034   71.276093
## 158             1.98%       20,011,885  -6.369028   34.888822
## 159             0.75%       35,294,600  15.870032  100.992541
## 160             4.55%          400,182  -8.874217  125.727539
## 161             2.04%        3,414,638   8.619543    0.824782
## 162             1.12%           24,145 -21.178986 -175.198242
## 163             2.69%          741,944  10.691803  -61.222503
## 164            16.02%        8,099,061  33.886917    9.537499
## 165            13.49%       63,097,818  38.963745   35.243322
## 166             3.91%        3,092,738  38.969719   59.556278
## 167             1.84%       10,784,516   1.373333   32.290275
## 168             8.88%       30,835,699  48.379433   31.165580
## 169             2.35%        8,479,744  23.424076   53.847818
## 170             3.85%       55,908,316  55.378051   -3.435973
## 171            14.70%      270,663,028  37.090240  -95.712891
## 172             8.73%        3,303,394 -32.522779  -55.765835
## 173             5.92%       16,935,729  41.377491   64.585262
## 174             4.39%           76,152 -15.376706  166.959158
## 175             8.80%       25,162,368   6.423750  -66.589730
## 176             2.01%       35,332,140  14.058324  108.277199
## 177            12.91%       10,869,523  15.552727   48.516388
## 178            11.43%        7,871,713 -13.133897   27.849332
## 179             4.95%        4,717,305 -19.015438   29.154857
##Mengubah tipe data pada kolom yang berbentuk persentase dan dollar menjadi dbl

data_1 <- data %>%
  mutate(across(everything(), 
                ~ if (is.character(.) & any(grepl("%|\\$", .))) {
                  as.numeric(sub("%|\\$", "", .))
                } else {
                  .
                }))
glimpse(data_1)
## Rows: 179
## Columns: 35
## $ Country                                   <chr> "Afghanistan", "Albania", "A…
## $ Density..P.Km2.                           <chr> "60", "105", "18", "26", "22…
## $ Abbreviation                              <chr> "AF", "AL", "DZ", "AO", "AG"…
## $ Agricultural.Land....                     <dbl> 58.1, 43.1, 17.4, 47.5, 20.5…
## $ Land.Area.Km2.                            <chr> "652,230", "28,748", "2,381,…
## $ Armed.Forces.size                         <chr> "323,000", "9,000", "317,000…
## $ Birth.Rate                                <dbl> 32.49, 11.78, 24.28, 40.73, …
## $ Calling.Code                              <int> 93, 355, 213, 244, 1, 54, 37…
## $ Capital.Major.City                        <chr> "Kabul", "Tirana", "Algiers"…
## $ Co2.Emissions                             <chr> "8,672", "4,536", "150,006",…
## $ CPI                                       <chr> "149.9", "119.05", "151.36",…
## $ CPI.Change....                            <dbl> 2.3, 1.4, 2.0, 17.1, 1.2, 53…
## $ Currency.Code                             <chr> "AFN", "ALL", "DZD", "AOA", …
## $ Fertility.Rate                            <dbl> 4.47, 1.62, 3.02, 5.52, 1.99…
## $ Forested.Area....                         <dbl> 2.1, 28.1, 0.8, 46.3, 22.3, …
## $ Gasoline.Price                            <dbl> 0.70, 1.36, 0.28, 0.97, 0.99…
## $ GDP                                       <dbl> 1.910135e+10, 1.527808e+10, …
## $ Gross.primary.education.enrollment....    <dbl> 104.0, 107.0, 109.9, 113.5, …
## $ Gross.tertiary.education.enrollment....   <dbl> 9.7, 55.0, 51.4, 9.3, 24.8, …
## $ Infant.mortality                          <dbl> 47.9, 7.8, 20.1, 51.6, 5.0, …
## $ Largest.city                              <chr> "Kabul", "Tirana", "Algiers"…
## $ Life.expectancy                           <dbl> 64.5, 78.5, 76.7, 60.8, 76.9…
## $ Maternal.mortality.ratio                  <int> 638, 15, 112, 241, 42, 39, 2…
## $ Minimum.wage                              <dbl> 0.43, 1.12, 0.95, 0.71, 3.04…
## $ Official.language                         <chr> "Pashto", "Albanian", "Arabi…
## $ Out.of.pocket.health.expenditure          <dbl> 78.4, 56.9, 28.1, 33.4, 24.3…
## $ Physicians.per.thousand                   <dbl> 0.28, 1.20, 1.72, 0.21, 2.76…
## $ Population                                <chr> "38,041,754", "2,854,191", "…
## $ Population..Labor.force.participation.... <dbl> 48.9, 55.7, 41.2, 77.5, NA, …
## $ Tax.revenue....                           <dbl> 9.3, 18.6, 37.2, 9.2, 16.5, …
## $ Total.tax.rate                            <dbl> 71.4, 36.6, 66.1, 49.1, 43.0…
## $ Unemployment.rate                         <dbl> 11.12, 12.33, 11.70, 6.89, N…
## $ Urban_population                          <chr> "9,797,273", "1,747,593", "3…
## $ Latitude                                  <dbl> 33.939110, 41.153332, 28.033…
## $ Longitude                                 <dbl> 67.709953, 20.168331, 1.6596…
##Mengkonversi nilai mata uang dollar menjadi Rupiah dalam bentuk dbl

data <- data %>%
  mutate(across(everything(), 
                ~ if (is.character(.) && any(grepl("%|\\$", .))) {
                  ifelse(grepl("%", .), as.numeric(sub("%", "", .)), as.numeric(sub("\\$", "", .))*15000)
                } else {
                  .
                }))
## Warning: There were 8 warnings in `mutate()`.
## The first warning was:
## ℹ In argument: `across(...)`.
## Caused by warning in `ifelse()`:
## ! NAs introduced by coercion
## ℹ Run `dplyr::last_dplyr_warnings()` to see the 7 remaining warnings.
data
##                              Country Density..P.Km2. Abbreviation
## 1                        Afghanistan              60           AF
## 2                            Albania             105           AL
## 3                            Algeria              18           DZ
## 4                             Angola              26           AO
## 5                Antigua and Barbuda             223           AG
## 6                          Argentina              17           AR
## 7                            Armenia             104           AM
## 8                          Australia               3           AU
## 9                            Austria             109           AT
## 10                        Azerbaijan             123           AZ
## 11                       The Bahamas              39           BS
## 12                           Bahrain           2,239           BH
## 13                        Bangladesh           1,265           BD
## 14                          Barbados             668           BB
## 15                           Belarus              47           BY
## 16                           Belgium             383           BE
## 17                            Belize              17           BZ
## 18                             Benin             108           BJ
## 19                            Bhutan              20           BT
## 20                           Bolivia              11           BO
## 21            Bosnia and Herzegovina              64           BA
## 22                          Botswana               4           BW
## 23                            Brazil              25           BR
## 24                            Brunei              83           BN
## 25                          Bulgaria              64           BG
## 26                      Burkina Faso              76           BF
## 27                           Burundi             463           BI
## 28                       Ivory Coast              83           CI
## 29                        Cape Verde             138           CV
## 30                          Cambodia              95           KH
## 31                          Cameroon              56           CM
## 32                            Canada               4           CA
## 33          Central African Republic               8           CF
## 34                              Chad              13           TD
## 35                             Chile              26           CL
## 36                             China             153           CN
## 37                          Colombia              46           CO
## 38                           Comoros             467           KM
## 39             Republic of the Congo              16             
## 40                        Costa Rica             100           CR
## 41                           Croatia              73           HR
## 42                              Cuba             106           CU
## 43                            Cyprus             131           CY
## 44                    Czech Republic             139           CZ
## 45  Democratic Republic of the Congo              40           CD
## 46                           Denmark             137           DK
## 47                          Djibouti              43           DJ
## 48                Dominican Republic             225           DO
## 49                           Ecuador              71           EC
## 50                             Egypt             103           EG
## 51                       El Salvador             313           SV
## 52                 Equatorial Guinea              50           GQ
## 53                           Eritrea              35           ER
## 54                           Estonia              31           EE
## 55                          Ethiopia             115           ET
## 56                              Fiji              49           FJ
## 57                           Finland              18           FI
## 58                            France             119           FR
## 59                             Gabon               9           GA
## 60                        The Gambia             239           GM
## 61                           Georgia              57           GE
## 62                           Germany             240           DE
## 63                             Ghana             137           GH
## 64                            Greece              81           GR
## 65                           Grenada             331           GD
## 66                         Guatemala             167           GT
## 67                            Guinea              53           GN
## 68                     Guinea-Bissau              70           GW
## 69                            Guyana               4           GY
## 70                             Haiti             414           HT
## 71                          Honduras              89           HN
## 72                           Hungary             107           HU
## 73                           Iceland               3           IS
## 74                             India             464           IN
## 75                         Indonesia             151           ID
## 76                              Iran              52           IR
## 77                              Iraq              93           IQ
## 78               Republic of Ireland              72             
## 79                            Israel             400           IL
## 80                             Italy             206           IT
## 81                           Jamaica             273           JM
## 82                             Japan             347           JP
## 83                            Jordan             115           JO
## 84                        Kazakhstan               7           KZ
## 85                             Kenya              94           KE
## 86                          Kiribati             147           KI
## 87                            Kuwait             240           KW
## 88                        Kyrgyzstan              34           KG
## 89                              Laos              32           LA
## 90                            Latvia              30           LV
## 91                           Lebanon             667           LB
## 92                           Lesotho              71           LS
## 93                           Liberia              53           LR
## 94                             Libya               4           LY
## 95                         Lithuania              43           LT
## 96                        Luxembourg             242           LU
## 97                        Madagascar              48           MG
## 98                            Malawi             203           MW
## 99                          Malaysia              99           MY
## 100                         Maldives           1,802           MV
## 101                             Mali              17           ML
## 102                            Malta           1,380           MT
## 103                       Mauritania               5           MR
## 104                        Mauritius             626           MU
## 105                           Mexico              66           MX
## 106   Federated States of Micronesia             784           FM
## 107                          Moldova             123           MD
## 108                         Mongolia               2           MN
## 109                       Montenegro              47           ME
## 110                          Morocco              83           MA
## 111                       Mozambique              40           MZ
## 112                          Myanmar              83           MM
## 113                          Namibia               3             
## 114                            Nepal             203           NP
## 115                      Netherlands             508           NL
## 116                      New Zealand              18           NZ
## 117                        Nicaragua              55           NI
## 118                            Niger              19           NE
## 119                          Nigeria             226           NG
## 120                      North Korea             214           KP
## 121                           Norway              15           NO
## 122                             Oman              16           OM
## 123                         Pakistan             287           PK
## 124                           Panama              58           PA
## 125                 Papua New Guinea              20           PG
## 126                         Paraguay              18           PY
## 127                             Peru              26           PE
## 128                      Philippines             368           PH
## 129                           Poland             124           PL
## 130                         Portugal             111           PT
## 131                            Qatar             248           QA
## 132                          Romania              84           RO
## 133                           Russia               9           RU
## 134                           Rwanda             525           RW
## 135                      Saint Lucia             301           LC
## 136 Saint Vincent and the Grenadines             284           VC
## 137                            Samoa              70           WS
## 138                     Saudi Arabia              16           SA
## 139                          Senegal              87           SN
## 140                           Serbia             100           RS
## 141                       Seychelles             214           SC
## 142                     Sierra Leone             111           SL
## 143                        Singapore           8,358           SG
## 144                         Slovakia             114           SK
## 145                         Slovenia             103           SI
## 146                  Solomon Islands              25           SB
## 147                          Somalia              25           SO
## 148                     South Africa              49           ZA
## 149                      South Korea             527           KR
## 150                            Spain              94           ES
## 151                        Sri Lanka             341           LK
## 152                            Sudan              25           SD
## 153                         Suriname               4           SR
## 154                           Sweden              25           SE
## 155                      Switzerland             219           CH
## 156                            Syria              95           SY
## 157                       Tajikistan              68           TJ
## 158                         Tanzania              67           TZ
## 159                         Thailand             137           TH
## 160                       East Timor              89           TL
## 161                             Togo             152           TG
## 162                            Tonga             147           TO
## 163              Trinidad and Tobago             273           TT
## 164                          Tunisia              76           TN
## 165                           Turkey             110           TR
## 166                     Turkmenistan              13           TM
## 167                           Uganda             229           UG
## 168                          Ukraine              75           UA
## 169             United Arab Emirates             118           AE
## 170                   United Kingdom             281           GB
## 171                    United States              36           US
## 172                          Uruguay              20           UY
## 173                       Uzbekistan              79           UZ
## 174                          Vanuatu              25           VU
## 175                        Venezuela              32           VE
## 176                          Vietnam             314           VN
## 177                            Yemen              56           YE
## 178                           Zambia              25           ZM
## 179                         Zimbabwe              38           ZW
##     Agricultural.Land.... Land.Area.Km2. Armed.Forces.size Birth.Rate
## 1                    58.1        652,230           323,000      32.49
## 2                    43.1         28,748             9,000      11.78
## 3                    17.4      2,381,741           317,000      24.28
## 4                    47.5      1,246,700           117,000      40.73
## 5                    20.5            443                 0      15.33
## 6                    54.3      2,780,400           105,000      17.02
## 7                    58.9         29,743            49,000      13.99
## 8                    48.2      7,741,220            58,000      12.60
## 9                    32.4         83,871            21,000       9.70
## 10                   57.7         86,600            82,000      14.00
## 11                    1.4         13,880             1,000      13.97
## 12                   11.1            765            19,000      13.99
## 13                   70.6        148,460           221,000      18.18
## 14                   23.3            430             1,000      10.65
## 15                   42.0        207,600           155,000       9.90
## 16                   44.6         30,528            32,000      10.30
## 17                    7.0         22,966             2,000      20.79
## 18                   33.3        112,622            12,000      36.22
## 19                   13.6         38,394             6,000      17.26
## 20                   34.8      1,098,581            71,000      21.75
## 21                   43.1         51,197            11,000       8.11
## 22                   45.6        581,730             9,000      24.82
## 23                   33.9      8,515,770           730,000      13.92
## 24                    2.7          5,765             8,000      14.90
## 25                   46.3        110,879            31,000       8.90
## 26                   44.2        274,200            11,000      37.93
## 27                   79.2         27,830            31,000      39.01
## 28                   64.8        322,463            27,000      35.74
## 29                   19.6          4,033             1,000      19.49
## 30                   30.9        181,035           191,000      22.46
## 31                   20.6        475,440            24,000      35.39
## 32                    6.9      9,984,670            72,000      10.10
## 33                    8.2        622,984             8,000      35.35
## 34                   39.7      1,284,000            35,000      42.17
## 35                   21.2        756,096           122,000      12.43
## 36                   56.2      9,596,960         2,695,000      10.90
## 37                   40.3      1,138,910           481,000      14.88
## 38                   71.5          2,235                        31.88
## 39                   31.1        342,000            12,000      32.86
## 40                   34.5         51,100            10,000      13.97
## 41                   27.6         56,594            18,000       9.00
## 42                   59.9        110,860            76,000      10.17
## 43                   12.2          9,251            16,000      10.46
## 44                   45.2         78,867            23,000      10.70
## 45                   11.6      2,344,858           134,000      41.18
## 46                   62.0         43,094            15,000      10.60
## 47                   73.4         23,200            13,000      21.47
## 48                   48.7         48,670            71,000      19.51
## 49                   22.2        283,561            41,000      19.72
## 50                    3.8      1,001,450           836,000      26.38
## 51                   76.4         21,041            42,000      18.25
## 52                   10.1         28,051             1,000      33.24
## 53                   75.2        117,600           202,000      30.30
## 54                   23.1         45,228             6,000      10.90
## 55                   36.3      1,104,300           138,000      32.34
## 56                   23.3         18,274             4,000      21.28
## 57                    7.5        338,145            25,000       8.60
## 58                   52.4        643,801           307,000      11.30
## 59                   20.0        267,667             7,000      31.61
## 60                   59.8         11,300             1,000      38.54
## 61                   34.5         69,700            26,000      13.47
## 62                   47.7        357,022           180,000       9.50
## 63                   69.0        238,533            16,000      29.41
## 64                   47.6        131,957           146,000       8.10
## 65                   23.5            349                        16.47
## 66                   36.0        108,889            43,000      24.56
## 67                   59.0        245,857            13,000      36.36
## 68                   58.0         36,125             4,000      35.13
## 69                    8.6        214,969             3,000      19.97
## 70                   66.8         27,750                 0      24.35
## 71                   28.9        112,090            23,000      21.60
## 72                   58.4         93,028            40,000       9.60
## 73                   18.7        103,000                 0      12.00
## 74                   60.4      3,287,263         3,031,000      17.86
## 75                   31.5      1,904,569           676,000      18.07
## 76                   28.2      1,648,195           563,000      18.78
## 77                   21.4        438,317           209,000      29.08
## 78                   64.5         70,273             9,000      12.50
## 79                   24.6         20,770           178,000      20.80
## 80                   43.2        301,340           347,000       7.30
## 81                   41.0         10,991             4,000      16.10
## 82                   12.3        377,944           261,000       7.40
## 83                   12.0         89,342           116,000      21.98
## 84                   80.4      2,724,900            71,000      21.77
## 85                   48.5        580,367            29,000      28.75
## 86                   42.0            811                        27.89
## 87                    8.4         17,818            25,000      13.94
## 88                   55.0        199,951            21,000      27.10
## 89                   10.3        236,800           129,000      23.55
## 90                   31.1         64,589             6,000      10.00
## 91                   64.3         10,400            80,000      17.55
## 92                   77.6         30,355             2,000      26.81
## 93                   28.0        111,369             2,000      33.04
## 94                    8.7      1,759,540                 0      18.83
## 95                   47.2         65,300            34,000      10.00
## 96                   53.7          2,586             2,000      10.30
## 97                   71.2        587,041            22,000      32.66
## 98                   61.4        118,484            15,000      34.12
## 99                   26.3        329,847           136,000      16.75
## 100                  26.3            298             5,000      14.20
## 101                  33.8      1,240,192            18,000      41.54
## 102                  32.4            316             2,000       9.20
## 103                  38.5      1,030,700            21,000      33.69
## 104                  42.4          2,040             3,000      10.20
## 105                  54.6      1,964,375           336,000      17.60
## 106                  31.4            702                        22.82
## 107                  74.2         33,851             7,000      10.10
## 108                  71.5      1,564,116            18,000      24.13
## 109                  19.0         13,812            12,000      11.73
## 110                  68.5        446,550           246,000      18.94
## 111                  63.5        799,380            11,000      37.52
## 112                  19.5        676,578           513,000      17.55
## 113                  47.1        824,292            16,000      28.64
## 114                  28.7        147,181           112,000      19.89
## 115                  53.3         41,543            41,000       9.70
## 116                  40.5        268,838             9,000      11.98
## 117                  42.1        130,370            12,000      20.64
## 118                  36.1      1,267,000            10,000      46.08
## 119                  77.7        923,768           215,000      37.91
## 120                  21.8        120,538         1,469,000      13.89
## 121                   2.7        323,802            23,000      10.40
## 122                   4.6        309,500            47,000      19.19
## 123                  47.8        796,095           936,000      28.25
## 124                  30.4         75,420            26,000      18.98
## 125                   2.6        462,840             4,000      27.07
## 126                  55.1        406,752            27,000      20.57
## 127                  18.5      1,285,216           158,000      17.95
## 128                  41.7        300,000           153,000      20.55
## 129                  46.9        312,685           191,000      10.20
## 130                  39.5         92,212            52,000       8.50
## 131                   5.8         11,586            22,000       9.54
## 132                  58.8        238,391           126,000       9.60
## 133                  13.3     17,098,240         1,454,000      11.50
## 134                  73.4         26,338            35,000      31.70
## 135                  17.4            616                        12.00
## 136                  25.6            389                        14.24
## 137                  12.4          2,831                        24.38
## 138                  80.8      2,149,690           252,000      17.80
## 139                  46.1        196,722            19,000      34.52
## 140                  39.3         77,474            32,000       9.20
## 141                   3.4            455                 0      17.10
## 142                  54.7         71,740             9,000      33.41
## 143                   0.9            716            81,000       8.80
## 144                  39.2         49,035            16,000      10.60
## 145                  30.7         20,273             7,000       9.40
## 146                   3.9         28,896                        32.44
## 147                  70.3        637,657            20,000      41.75
## 148                  79.8      1,219,090            80,000      20.51
## 149                  17.4         99,720           634,000       6.40
## 150                  52.6        505,370           196,000       7.90
## 151                  43.7         65,610           317,000      15.83
## 152                  28.7      1,861,484           124,000      32.18
## 153                   0.6        163,820             2,000      18.54
## 154                   7.4        450,295            30,000      11.40
## 155                  38.4         41,277            21,000      10.00
## 156                  75.8        185,180           239,000      23.69
## 157                  34.1        144,100            17,000      30.76
## 158                  44.8        947,300            28,000      36.70
## 159                  43.3        513,120           455,000      10.34
## 160                  25.6         14,874             2,000      29.42
## 161                  70.2         56,785            10,000      33.11
## 162                  45.8            747                        24.30
## 163                  10.5          5,128             4,000      12.94
## 164                  64.8        163,610            48,000      17.56
## 165                  49.8        783,562           512,000      16.03
## 166                  72.0        488,100            42,000      23.83
## 167                  71.9        241,038            46,000      38.14
## 168                  71.7        603,550           297,000       8.70
## 169                   5.5         83,600            63,000      10.33
## 170                  71.7        243,610           148,000      11.00
## 171                  44.4      9,833,517         1,359,000      11.60
## 172                  82.6        176,215            22,000      13.86
## 173                  62.9        447,400            68,000      23.30
## 174                  15.3         12,189                        29.60
## 175                  24.5        912,050           343,000      17.88
## 176                  39.3        331,210           522,000      16.75
## 177                  44.6        527,968            40,000      30.45
## 178                  32.1        752,618            16,000      36.19
## 179                  41.9        390,757            51,000      30.68
##     Calling.Code     Capital.Major.City Co2.Emissions      CPI CPI.Change....
## 1             93                  Kabul         8,672    149.9            2.3
## 2            355                 Tirana         4,536   119.05            1.4
## 3            213                Algiers       150,006   151.36            2.0
## 4            244                 Luanda        34,693   261.73           17.1
## 5              1 St. John's, Saint John           557   113.81            1.2
## 6             54           Buenos Aires       201,348   232.75           53.5
## 7            374                Yerevan         5,156   129.18            1.4
## 8             61               Canberra       375,908    119.8            1.6
## 9             43                 Vienna        61,448   118.06            1.5
## 10           994                   Baku        37,620   156.32            2.6
## 11             1        Nassau, Bahamas         1,786   116.22            2.5
## 12           973                 Manama        31,694   117.59            2.1
## 13           880                  Dhaka        84,246   179.68            5.6
## 14             1             Bridgetown         1,276   134.09            4.1
## 15           375                  Minsk        58,280                     5.6
## 16            32       City of Brussels        96,889   117.11            1.4
## 17           501               Belmopan           568   105.68           -0.9
## 18           229             Porto-Novo         6,476   110.71           -0.9
## 19           975                Thimphu         1,261   167.18            2.7
## 20           591                  Sucre        21,606   148.32            1.8
## 21           387               Sarajevo        21,848    104.9            0.6
## 22           267               Gaborone         6,340   149.75            2.8
## 23            55                Bras���       462,299    167.4            3.7
## 24           673    Bandar Seri Begawan         7,664    99.03           -0.4
## 25           359                  Sofia        41,708   114.42            3.1
## 26           226            Ouagadougou         3,418   106.58           -3.2
## 27           257              Bujumbura           495   182.11           -0.7
## 28           225           Yamoussoukro         9,674   111.61           -0.9
## 29           238                  Praia           543    110.5            1.1
## 30           855             Phnom Penh         9,919   127.63            2.5
## 31           237                Yaound�         8,291   118.65            2.5
## 32             1                 Ottawa       544,894   116.76            1.9
## 33           236                 Bangui           297   186.86           37.1
## 34           235              N'Djamena         1,016    117.7           -1.0
## 35            56               Santiago        85,822   131.91            2.6
## 36            86                Beijing     9,893,038   125.08            2.9
## 37            57                 Bogot�        97,814   140.95            3.5
## 38           269        Moroni, Comoros           202   103.62           -4.3
## 39           242            Brazzaville         3,282   124.74            2.2
## 40           506          San Jos������         8,023   128.85            2.1
## 41           385                 Zagreb        17,488   109.82            0.8
## 42            53                 Havana        28,284                      NA
## 43           357                Nicosia         6,626   102.51            0.3
## 44           420                 Prague       102,218   116.48            2.8
## 45           243               Kinshasa         2,021   133.85            2.9
## 46            45             Copenhagen        31,786   110.35            0.8
## 47           253          Djibouti City           620   120.25            3.3
## 48             1          Santo Domingo        25,258    135.5            1.8
## 49           593                  Quito        41,155   124.14            0.3
## 50            20                  Cairo       238,560   288.57            9.2
## 51           503           San Salvador         7,169   111.23            0.1
## 52           240                 Malabo         5,655   124.35            1.2
## 53           291                 Asmara           711                      NA
## 54           372                Tallinn        16,590   122.14            2.3
## 55           251            Addis Ababa        14,870   143.86           15.8
## 56           679                   Suva         2,046    132.3            1.8
## 57           358               Helsinki        45,871   112.33            1.0
## 58            33                  Paris       303,276   110.05            1.1
## 59           241             Libreville         5,321   122.19            2.1
## 60           220                 Banjul           532   172.73            7.1
## 61           995                Tbilisi        10,128   133.61            4.9
## 62            49                 Berlin       727,973   112.85            1.4
## 63           233                  Accra        16,670   268.36            7.2
## 64            30                 Athens        62,434   101.87            0.2
## 65             1  St. George's, Grenada           268   107.43            0.8
## 66           502         Guatemala City        16,777   142.92            3.7
## 67           224                Conakry         2,996   262.95            9.5
## 68           245                 Bissau           293   111.65            1.4
## 69           592     Georgetown, Guyana         2,384   116.19            2.1
## 70           509         Port-au-Prince         2,978   179.29           12.5
## 71           504            Tegucigalpa         9,813   150.34            4.4
## 72            36               Budapest        45,537   121.64            3.3
## 73           354              Reykjav��         2,065      129            3.0
## 74            91              New Delhi     2,407,672   180.44            7.7
## 75            62                Jakarta       563,325   151.18            3.0
## 76            98                 Tehran       661,710   550.93           39.9
## 77           964                Baghdad       190,061   119.86            0.4
## 78           353                 Dublin        37,711   106.58            0.9
## 79           972              Jerusalem        65,166   108.15            0.8
## 80            39                   Rome       320,411   110.62            0.6
## 81          1876      Kingston, Jamaica         8,225   162.47            3.9
## 82            81                  Tokyo     1,135,886   105.48            0.5
## 83           962                  Amman        25,108    125.6            0.8
## 84             7                 Astana       247,207   182.75            5.2
## 85           254                Nairobi        17,910   180.51            4.7
## 86           686           South Tarawa            66    99.55            0.6
## 87           965            Kuwait City        98,734    126.6            1.1
## 88           996                Bishkek         9,787   155.68            1.1
## 89           856              Vientiane        17,763   135.87            3.3
## 90           371                   Riga         7,004   116.86            2.8
## 91           961                 Beirut        24,796   130.02            3.0
## 92           266                 Maseru         2,512   155.86            5.2
## 93           231               Monrovia         1,386   223.13           23.6
## 94           218                               50,564   125.71            2.6
## 95           370                Vilnius        12,963   118.38            2.3
## 96           352        Luxembourg City         8,988   115.09            1.7
## 97           261           Antananarivo         3,905   184.33            5.6
## 98           265               Lilongwe         1,298   418.34            9.4
## 99            60           Kuala Lumpur       248,289   121.46            0.7
## 100          960                   Mal�         1,445     99.7            0.2
## 101          223                 Bamako         3,179   108.73           -1.7
## 102          356               Valletta         1,342   113.45            1.6
## 103          222             Nouakchott         2,739   135.02            2.3
## 104          230             Port Louis         4,349   129.91            0.4
## 105           52            Mexico City       486,406   141.54            3.6
## 106          691                Palikir           143    112.1            0.5
## 107          373                Chi����         5,115    166.2            4.8
## 108          976            Ulaanbaatar        25,368   195.76            7.3
## 109          382              Podgorica         2,017   116.32            2.6
## 110          212                  Rabat        61,276   111.07            0.2
## 111          258                 Maputo         7,943   182.31            2.8
## 112           95              Naypyidaw        25,280   168.18            8.8
## 113          264               Windhoek         4,228   157.97            3.7
## 114          977              Kathmandu         9,105   188.73            5.6
## 115           31              Amsterdam       170,780   115.91            2.6
## 116           64             Wellington        34,382   114.24            1.6
## 117          505                Managua         5,592   162.74            5.4
## 118          227                 Niamey         2,017   109.32           -2.5
## 119          234                  Abuja       120,369   267.51           11.4
## 120          850              Pyongyang        28,284                      NA
## 121           47                   Oslo        41,023   120.27            2.2
## 122          968                 Muscat        63,457   113.53            0.1
## 123           92              Islamabad       201,150   182.32           10.6
## 124          507            Panama City        10,715   122.07           -0.4
## 125          675           Port Moresby         7,536   155.99            3.6
## 126          595               Asunci��         7,407   143.82            2.8
## 127           51                   Lima        57,414   129.78            2.1
## 128           63                 Manila       122,287   129.61            2.5
## 129           48                 Warsaw       299,037   114.11            2.2
## 130          351                 Lisbon        48,742   110.62            0.3
## 131          974                   Doha       103,259   115.38           -0.7
## 132           40              Bucharest        69,259   123.78            3.8
## 133            7                 Moscow     1,732,027   180.75            4.5
## 134          250                 Kigali         1,115   151.09            3.4
## 135            1               Castries           414   110.13            1.9
## 136            1              Kingstown           220   109.67            2.3
## 137          685                   Apia           246   117.56            1.0
## 138          966                 Riyadh       563,449    118.4           -1.2
## 139          221                  Dakar        10,902   109.25            1.8
## 140          381               Belgrade        45,221      144            1.8
## 141          248   Victoria, Seychelles           605   129.96            1.8
## 142          232               Freetown         1,093   234.16           14.8
## 143           65                               37,535   114.41            0.6
## 144          421             Bratislava        32,424   115.34            2.7
## 145          386              Ljubljana        12,633   111.05            1.6
## 146          677                Honiara           169   133.06            1.6
## 147          252              Mogadishu           645                      NA
## 148           27               Pretoria       476,644   158.93            4.1
## 149           82                  Seoul       620,302   115.16            0.4
## 150           34                 Madrid       244,002   110.96            0.7
## 151           94                Colombo        23,362   155.53            3.5
## 152          249               Khartoum        20,000 1,344.19           51.0
## 153          597             Paramaribo         1,738   294.66           22.0
## 154           46              Stockholm        43,252   110.51            1.8
## 155           41                   Bern        34,477    99.55            0.4
## 156          963               Damascus        28,830    143.2           36.7
## 157          992               Dushanbe         5,310   148.57            6.0
## 158          255                 Dodoma        11,973   187.43            3.5
## 159           66                Bangkok       283,763   113.27            0.7
## 160          670                   Dili           495   145.38            2.6
## 161          228                   Lom�         3,000    113.3            0.7
## 162          676               Nuku����           128   121.09            7.4
## 163            1          Port of Spain        43,868   141.75            1.0
## 164          216                  Tunis        29,937   155.33            6.7
## 165           90                 Ankara       372,725   234.44           15.2
## 166          993               Ashgabat        70,630                      NA
## 167          256                Kampala         5,680   173.87            2.9
## 168          380                   Kyiv       202,250   281.66            7.9
## 169          971              Abu Dhabi       206,324   114.52           -1.9
## 170           44                 London       379,025   119.62            1.7
## 171            1       Washington, D.C.     5,006,302   117.24            7.5
## 172          598             Montevideo         6,766   202.92            7.9
## 173          998               Tashkent        91,811                      NA
## 174          678              Port Vila           147   117.13            2.8
## 175           58                Caracas       164,175 2,740.27          254.9
## 176           84                  Hanoi       192,668   163.52            2.8
## 177          967                  Sanaa        10,609   157.58            8.1
## 178          260                 Lusaka         5,141   212.31            9.2
## 179          263                 Harare        10,983   105.51            0.9
##     Currency.Code Fertility.Rate Forested.Area.... Gasoline.Price          GDP
## 1             AFN           4.47               2.1          10500 2.865203e+14
## 2             ALL           1.62              28.1          20400 2.291712e+14
## 3             DZD           3.02               0.8           4200 2.549824e+15
## 4             AOA           5.52              46.3          14550 1.419531e+15
## 5             XCD           1.99              22.3          14850 2.591639e+13
## 6             ARS           2.26               9.8          16500 6.744952e+15
## 7             AMD           1.76              11.7          11550 2.050920e+14
## 8             AUD           1.74              16.3          13950 2.089021e+16
## 9             EUR           1.47              46.9          18000 6.694721e+15
## 10            AZN           1.73              14.1           8400 5.881050e+14
## 11                          1.75              51.4          13800 1.924050e+14
## 12            BHD           1.99               0.8           6450 5.786110e+14
## 13            BDT           2.04              11.0          16800 4.538569e+15
## 14            BBD           1.62              14.7          27150 7.813500e+13
## 15            BYN           1.45              42.6           9000 9.462069e+14
## 16            EUR           1.62              22.6          21450 7.944101e+15
## 17            BZD           2.31              59.7          16950 2.819420e+13
## 18            XOF           4.84              37.8          10800 2.158606e+14
## 19                          1.98              72.5          14700 3.670011e+13
## 20            BOB           2.73              50.3          10650 6.134298e+14
## 21            BAM           1.27              42.7          15750 3.007177e+14
## 22            BWP           2.87              18.9          10650 2.751077e+14
## 23            BRL           1.73              58.9          15300 2.759637e+16
## 24            BND           1.85              72.1           5550 2.020413e+14
## 25            BGN           1.56              35.4          16650 1.290000e+15
## 26            XOF           5.19              19.3          14700 2.361872e+14
## 27            BIF           5.41              10.9          18150 4.518502e+13
## 28            XOF           4.65              32.7          13950 8.818831e+14
## 29            CVE           2.27              22.5          15300 2.972769e+13
## 30                          2.50              52.9          13500 4.063408e+14
## 31            XAF           4.57              39.3          15450 5.814070e+14
## 32            CAD           1.50              38.2          12150 2.604638e+16
## 33                          4.72              35.6          21150 3.330461e+13
## 34            XAF           5.75               3.8          11700 1.697243e+14
## 35            CLP           1.65              24.3          15450 4.234772e+15
## 36            CNY           1.69              22.4          14400 2.986500e+17
## 37            COP           1.81              52.7          10200 4.857042e+15
## 38            KMF           4.21              19.7             NA 1.778593e+13
## 39            XAF           4.43              65.4          14550 1.623089e+14
## 40            CRC           1.75              54.6          14700 9.266092e+14
## 41            HRK           1.47              34.4          18900 9.062333e+14
## 42            CUP           1.62              31.3          21000 1.500345e+15
## 43            EUR           1.33              18.7          18450 3.684697e+14
## 44            CZK           1.69              34.6          17550 3.697339e+15
## 45            CDF           5.92              67.2          22350 7.097944e+14
## 46            DKK           1.73              14.7          23250 5.221170e+15
## 47            DJF           2.73               0.2          19800 4.978075e+13
## 48            DOP           2.35              41.7          16050 1.334119e+15
## 49            USD           2.43              50.2           9150 1.611535e+15
## 50            EGP           3.33               0.1           6000 4.547627e+15
## 51                          2.04              12.6          12450 4.053396e+14
## 52            XAF           4.51              55.5             NA 1.654016e+14
## 53            ERN           4.06              14.9          30000 3.097502e+13
## 54            EUR           1.59              51.3          17100 4.708042e+14
## 55            ETB           4.25              12.5          11250 1.441615e+15
## 56            FJD           2.77              55.9          12300 8.303323e+13
## 57            EUR           1.41              73.1          21750 4.031418e+15
## 58            EUR           1.88              31.2          20850 4.073277e+16
## 59            XAF           3.97              90.0          13800 2.498694e+14
## 60            GMD           5.22              48.4          17700 2.645729e+13
## 61            GEL           2.06              40.6          11400 2.661479e+14
## 62            EUR           1.56              32.7          20850 5.768445e+16
## 63            GHS           3.87              41.2          13800 1.004755e+15
## 64            EUR           1.35              31.7          23100 3.147791e+15
## 65            XCD           2.06              50.0          16800 1.842256e+13
## 66            GTQ           2.87              32.7          11850 1.150656e+15
## 67            GNF           4.70              25.8          13500 2.038542e+14
## 68            XOF           4.48              69.8             NA 2.010584e+13
## 69            GYD           2.46              83.9          13500 6.420665e+13
## 70            HTG           2.94               3.5          12150 1.274847e+14
## 71            HNL           2.46              40.0          14700 3.764309e+14
## 72            HUF           1.54              22.9          17700 2.414507e+15
## 73            ISK           1.71               0.5          25350 3.628205e+14
## 74            INR           2.22              23.8          14550 3.916500e+16
## 75            IDR           2.31              49.9           9450 1.678786e+16
## 76            IRR           2.14               6.6           6000 6.680179e+15
## 77            IQD           3.67               1.9           9150 3.511411e+15
## 78            EUR           1.75              11.0          20550 5.830481e+15
## 79            ILS           3.09               7.7          23550 5.926480e+15
## 80            EUR           1.29              31.8          24150 3.001867e+16
## 81            JMD           1.98              30.9          16650 2.468711e+14
## 82                          1.42              68.5          15900 7.622654e+16
## 83            JOD           2.76               1.1          16500 6.561549e+14
## 84            KZT           2.84               1.2           6300 2.702426e+15
## 85            KES           3.49               7.8          14250 1.432546e+15
## 86            AUD           3.57              15.0             NA 2.919708e+12
## 87            KWD           2.08               0.4           5250 2.021418e+15
## 88            KGS           3.30               3.3           8400 1.268193e+14
## 89            LAK           2.67              82.1          13950 2.726076e+14
## 90            EUR           1.60              54.0          17400 5.117580e+14
## 91            LBP           2.09              13.4          11100 8.005056e+14
## 92                          3.14               1.6          10500 3.690109e+13
## 93                          4.32              43.1          12000 4.605777e+13
## 94            LYD           2.24               0.1           1650 7.811438e+14
## 95            EUR           1.63              34.8          17400 8.132897e+14
## 96            EUR           1.37              35.7          17850 1.066574e+15
## 97            MGA           4.08              21.4          16650 2.112586e+14
## 98            MWK           4.21              33.2          17250 1.150006e+14
## 99            MYR           2.00              67.6           6750 5.470523e+15
## 100                         1.87               3.3          24450 8.593873e+13
## 101           XOF           5.88               3.8          16800 2.626521e+14
## 102           EUR           1.23               1.1          20400 2.217923e+14
## 103           MRU           4.56               0.2          16950 1.139063e+14
## 104           MUR           1.41              19.0          16800 2.127067e+14
## 105           MXN           2.13              33.9          10950 1.887430e+16
## 106           USD           3.05              91.9             NA 6.028984e+12
## 107           MDL           1.26              12.6          12000 1.793315e+14
## 108           MNT           2.90               8.0          10800 2.077928e+14
## 109           EUR           1.75              61.5          17400 8.242105e+13
## 110           MAD           2.42              12.6          14850 1.780879e+15
## 111           MZN           4.85              48.0           9750 2.240124e+14
## 112           MMK           2.15              43.6           8100 1.141288e+15
## 113                         3.40               8.3          11400 1.854979e+14
## 114           NPR           1.92              25.4          13650 4.596207e+14
## 115                         1.59              11.2          25200 1.363606e+16
## 116           NZD           1.71              38.6          21000 3.103931e+15
## 117           NIO           2.40              25.9          13650 1.878137e+14
## 118           XOF           6.91               0.9          13200 1.939222e+14
## 119           NGN           5.39               7.2           6900 6.721806e+15
## 120           KPW           1.90              40.7           8700 4.815000e+14
## 121           NOK           1.56              33.2          26700 6.050045e+15
## 122           OMR           2.89               0.0           6750 1.154746e+15
## 123           PKR           3.51               1.9          11850 4.566000e+15
## 124                         2.46              61.9          11100 1.002012e+15
## 125           PGK           3.56              74.1          20400 3.745442e+14
## 126           PYG           2.43              37.7          15600 5.721793e+14
## 127           PEN           2.25              57.7          14850 3.402721e+15
## 128           PHP           2.58              27.8          12900 5.651933e+15
## 129           PLN           1.46              30.9          16050 8.882466e+15
## 130           EUR           1.38              34.6          23100 3.565291e+15
## 131           QAR           1.87               0.0           6000 2.751993e+15
## 132           RON           1.71              30.1          17400 3.751162e+15
## 133           RUB           1.57              49.8           8850 2.549815e+16
## 134           RWF           4.04              19.7          17550 1.518371e+14
## 135           XCD           1.44              33.2          19500 3.183676e+13
## 136           XCD           1.89              69.2             NA 1.238078e+13
## 137           WST           3.88              60.4          13650 1.275983e+13
## 138           SAR           2.32               0.5           3600 1.189450e+16
## 139           XOF           4.63              42.8          17100 3.536713e+14
## 140           RSD           1.49              31.1          17400 7.711375e+14
## 141           SCR           2.41              88.4             NA 2.548265e+13
## 142           SLL           4.26              43.1          16200 5.912211e+13
## 143           SGD           1.14              23.1          18750 5.580938e+15
## 144           EUR           1.52              40.4          19800 1.581335e+15
## 145           EUR           1.60              62.0          19800 8.061324e+14
## 146           SBD           4.40              77.9             NA 2.137611e+13
## 147           SOS           6.07              10.0          21150 7.081091e+13
## 148           ZAR           2.41               7.6          13800 5.271475e+15
## 149           KRW           0.98              63.4          18300 3.043500e+16
## 150           EUR           1.26              36.9          18900 2.091174e+16
## 151           LKR           2.20              32.9          13200 1.260132e+15
## 152           SDG           4.41               8.1          14250 2.835343e+14
## 153           SRD           2.42              98.3          19350 5.977876e+13
## 154           SEK           1.76              68.9          21300 7.962494e+15
## 155           CHF           1.52              31.8          21750 1.054624e+16
## 156           SYP           2.81               2.7          12450 6.060751e+14
## 157           TJS           3.59               3.0          10650 1.217494e+14
## 158           TZS           4.89              51.6          13050 9.476560e+14
## 159           THB           1.53              32.2          10650 8.154750e+15
## 160           USD           4.02              45.4          16500 2.510310e+13
## 161           XOF           4.32               3.1          10650 8.189969e+13
## 162           TOP           3.56              12.5             NA 6.755300e+12
## 163           TTD           1.73              46.0           8100 3.615030e+14
## 164           TND           2.20               6.8          10950 5.819656e+14
## 165           TRY           2.07              15.4          21300 1.131618e+16
## 166           TMT           2.79               8.8           4350 6.114171e+14
## 167           UGX           4.96               9.7          14100 5.158084e+14
## 168           UAH           1.30              16.7          12450 2.306716e+15
## 169           AED           1.41               4.6           7350 6.317134e+15
## 170           GBP           1.68              13.1          21900 4.240670e+16
## 171           USD           1.73              33.9          10650 3.214155e+17
## 172           UYU           1.97              10.7          22500 8.406887e+14
## 173           UZS           2.42               7.5          15450 8.688193e+14
## 174           VUV           3.78              36.1          19650 1.375588e+13
## 175           VED           2.27              52.7              0 7.235390e+15
## 176           VND           2.05              48.1          12000 3.928819e+15
## 177           YER           3.79               1.0          13800 4.037160e+14
## 178           ZMW           4.63              65.2          21000 3.459708e+14
## 179                         3.62              35.5          20100 3.216114e+14
##     Gross.primary.education.enrollment....
## 1                                    104.0
## 2                                    107.0
## 3                                    109.9
## 4                                    113.5
## 5                                    105.0
## 6                                    109.7
## 7                                     92.7
## 8                                    100.3
## 9                                    103.1
## 10                                    99.7
## 11                                    81.4
## 12                                    99.4
## 13                                   116.5
## 14                                    99.4
## 15                                   100.5
## 16                                   103.9
## 17                                   111.7
## 18                                   122.0
## 19                                   100.1
## 20                                    98.2
## 21                                      NA
## 22                                   103.2
## 23                                   115.4
## 24                                   103.2
## 25                                    89.3
## 26                                    96.1
## 27                                   121.4
## 28                                    99.8
## 29                                   104.0
## 30                                   107.4
## 31                                   103.4
## 32                                   100.9
## 33                                   102.0
## 34                                    86.8
## 35                                   101.4
## 36                                   100.2
## 37                                   114.5
## 38                                    99.5
## 39                                   106.6
## 40                                   113.3
## 41                                    96.5
## 42                                   101.9
## 43                                    99.3
## 44                                   100.7
## 45                                   108.0
## 46                                   101.3
## 47                                    75.3
## 48                                   105.7
## 49                                   103.3
## 50                                   106.3
## 51                                    94.8
## 52                                    61.8
## 53                                    68.4
## 54                                    97.2
## 55                                   101.0
## 56                                   106.4
## 57                                   100.2
## 58                                   102.5
## 59                                   139.9
## 60                                    98.0
## 61                                    98.6
## 62                                   104.0
## 63                                   104.8
## 64                                    99.6
## 65                                   106.9
## 66                                   101.9
## 67                                    91.5
## 68                                   118.7
## 69                                    97.8
## 70                                   113.6
## 71                                    91.5
## 72                                   100.8
## 73                                   100.4
## 74                                   113.0
## 75                                   106.4
## 76                                   110.7
## 77                                   108.7
## 78                                   100.9
## 79                                   104.9
## 80                                   101.9
## 81                                    91.0
## 82                                    98.8
## 83                                    81.5
## 84                                   104.4
## 85                                   103.2
## 86                                   101.3
## 87                                    92.4
## 88                                   107.6
## 89                                   102.4
## 90                                    99.4
## 91                                    95.1
## 92                                   120.9
## 93                                    85.1
## 94                                   109.0
## 95                                   103.9
## 96                                   102.3
## 97                                   142.5
## 98                                   142.5
## 99                                   105.3
## 100                                   97.1
## 101                                   75.6
## 102                                  105.0
## 103                                   99.9
## 104                                  101.1
## 105                                  105.8
## 106                                   97.2
## 107                                   90.6
## 108                                  104.0
## 109                                  100.0
## 110                                  113.9
## 111                                  112.6
## 112                                  112.3
## 113                                  124.2
## 114                                  142.1
## 115                                  104.2
## 116                                  100.0
## 117                                  120.6
## 118                                   74.7
## 119                                   84.7
## 120                                  112.8
## 121                                  100.3
## 122                                  103.4
## 123                                   94.3
## 124                                   94.4
## 125                                  108.5
## 126                                  104.4
## 127                                  106.9
## 128                                  107.5
## 129                                  100.0
## 130                                  106.2
## 131                                  103.8
## 132                                   85.2
## 133                                  102.6
## 134                                  133.0
## 135                                  102.6
## 136                                  113.4
## 137                                  110.5
## 138                                   99.8
## 139                                   81.0
## 140                                  100.3
## 141                                  100.4
## 142                                  112.8
## 143                                  100.6
## 144                                   98.7
## 145                                  100.4
## 146                                  106.2
## 147                                   23.4
## 148                                  100.9
## 149                                   98.1
## 150                                  102.7
## 151                                  100.2
## 152                                   76.8
## 153                                  108.8
## 154                                  126.6
## 155                                  105.2
## 156                                   81.7
## 157                                  100.9
## 158                                   94.2
## 159                                   99.8
## 160                                  115.3
## 161                                  123.8
## 162                                  116.3
## 163                                  106.2
## 164                                  115.4
## 165                                   93.2
## 166                                   88.4
## 167                                  102.7
## 168                                   99.0
## 169                                  108.4
## 170                                  101.2
## 171                                  101.8
## 172                                  108.5
## 173                                  104.2
## 174                                  109.3
## 175                                   97.2
## 176                                  110.6
## 177                                   93.6
## 178                                   98.7
## 179                                  109.9
##     Gross.tertiary.education.enrollment.... Infant.mortality
## 1                                       9.7             47.9
## 2                                      55.0              7.8
## 3                                      51.4             20.1
## 4                                       9.3             51.6
## 5                                      24.8              5.0
## 6                                      90.0              8.8
## 7                                      54.6             11.0
## 8                                     113.1              3.1
## 9                                      85.1              2.9
## 10                                     27.7             19.2
## 11                                     15.1              8.3
## 12                                     50.5              6.1
## 13                                     20.6             25.1
## 14                                     65.4             11.3
## 15                                     87.4              2.6
## 16                                     79.7              2.9
## 17                                     24.7             11.2
## 18                                     12.3             60.5
## 19                                     15.6             24.8
## 20                                       NA             21.8
## 21                                     23.3              5.0
## 22                                     24.9             30.0
## 23                                     51.3             12.8
## 24                                     31.4              9.8
## 25                                     71.0              5.9
## 26                                      6.5             49.0
## 27                                      6.1             41.0
## 28                                      9.3             59.4
## 29                                     23.6             16.7
## 30                                     13.7             24.0
## 31                                     12.8             50.6
## 32                                     68.9              4.3
## 33                                      3.0             84.5
## 34                                      3.3             71.4
## 35                                     88.5              6.2
## 36                                     50.6              7.4
## 37                                     55.3             12.2
## 38                                      9.0             51.3
## 39                                     12.7             36.2
## 40                                     55.2              7.6
## 41                                     67.9              4.0
## 42                                     41.4              3.7
## 43                                     75.9              1.9
## 44                                     64.1              2.7
## 45                                      6.6             68.2
## 46                                     80.6              3.6
## 47                                      5.3             49.8
## 48                                     59.9             24.1
## 49                                     44.9             12.2
## 50                                     35.2             18.1
## 51                                     29.4             11.8
## 52                                      1.9             62.6
## 53                                      3.4             31.3
## 54                                     69.6              2.1
## 55                                      8.1             39.1
## 56                                     16.1             21.6
## 57                                     88.2              1.4
## 58                                     65.6              3.4
## 59                                      8.3             32.7
## 60                                      2.7             39.0
## 61                                     63.9              8.7
## 62                                     70.2              3.1
## 63                                     15.7             34.9
## 64                                    136.6              3.6
## 65                                    104.6             13.7
## 66                                     21.8             22.1
## 67                                     11.6             64.9
## 68                                      2.6             54.0
## 69                                     11.6             25.1
## 70                                      1.1             49.5
## 71                                     26.2             15.1
## 72                                     48.5              3.6
## 73                                     71.8              1.5
## 74                                     28.1             29.9
## 75                                     36.3             21.1
## 76                                     68.1             12.4
## 77                                     16.2             22.5
## 78                                     77.8              3.1
## 79                                     63.4              3.0
## 80                                     61.9              2.6
## 81                                     27.1             12.4
## 82                                     63.2              1.8
## 83                                     34.4             13.9
## 84                                     61.7              8.8
## 85                                     11.5             30.6
## 86                                       NA             41.2
## 87                                     54.4              6.7
## 88                                     41.3             16.9
## 89                                     15.0             37.6
## 90                                     88.1              3.3
## 91                                     26.3              6.4
## 92                                     10.2             65.7
## 93                                     11.9             53.5
## 94                                     60.5             10.2
## 95                                     72.4              3.3
## 96                                     19.2              1.9
## 97                                      5.4             38.2
## 98                                      0.8             35.3
## 99                                     45.1              6.7
## 100                                    31.2              7.4
## 101                                     4.5             62.0
## 102                                    54.3              6.1
## 103                                     5.0             51.5
## 104                                    40.6             13.6
## 105                                    40.2             11.0
## 106                                    14.1             25.6
## 107                                    39.8             13.6
## 108                                    65.6             14.0
## 109                                    56.1              2.3
## 110                                    35.9             19.2
## 111                                     7.3             54.0
## 112                                    18.8             36.8
## 113                                    22.9             29.0
## 114                                    12.4             26.7
## 115                                    85.0              3.3
## 116                                    82.0              4.7
## 117                                    17.4             15.7
## 118                                     4.4             48.0
## 119                                    10.2             75.7
## 120                                    27.0             13.7
## 121                                    82.0              2.1
## 122                                    38.0              9.8
## 123                                     9.0             57.2
## 124                                    47.8             13.1
## 125                                     1.8             38.0
## 126                                    34.6             17.2
## 127                                    70.7             11.1
## 128                                    35.5             22.5
## 129                                    67.8              3.8
## 130                                    63.9              3.1
## 131                                    17.9              5.8
## 132                                    49.4              6.1
## 133                                    81.9              6.1
## 134                                     6.7             27.0
## 135                                    14.1             14.9
## 136                                    23.7             14.8
## 137                                     7.6             13.6
## 138                                    68.0              6.0
## 139                                    12.8             31.8
## 140                                    67.2              4.8
## 141                                    17.1             12.4
## 142                                     2.0             78.5
## 143                                    84.8              2.3
## 144                                    46.6              4.6
## 145                                    78.6              1.7
## 146                                      NA             17.1
## 147                                     2.5             76.6
## 148                                    22.4             28.5
## 149                                    94.3              2.7
## 150                                    88.9              2.5
## 151                                    19.6              6.4
## 152                                    16.9             42.1
## 153                                    12.6             16.9
## 154                                    67.0              2.2
## 155                                    59.6              3.7
## 156                                    40.1             14.0
## 157                                    31.3             30.4
## 158                                     4.0             37.6
## 159                                    49.3              7.8
## 160                                    17.8             39.3
## 161                                    14.5             47.4
## 162                                     6.4             13.4
## 163                                    12.0             16.4
## 164                                    31.7             14.6
## 165                                    23.9              9.1
## 166                                     8.0             39.3
## 167                                     4.8             33.8
## 168                                    82.7              7.5
## 169                                    36.8              6.5
## 170                                    60.0              3.6
## 171                                    88.2              5.6
## 172                                    63.1              6.4
## 173                                    10.1             19.1
## 174                                     4.7             22.3
## 175                                    79.3             21.4
## 176                                    28.5             16.5
## 177                                    10.2             42.9
## 178                                     4.1             40.4
## 179                                    10.0             33.9
##                Largest.city Life.expectancy Maternal.mortality.ratio
## 1                     Kabul            64.5                      638
## 2                    Tirana            78.5                       15
## 3                   Algiers            76.7                      112
## 4                    Luanda            60.8                      241
## 5    St. John's, Saint John            76.9                       42
## 6              Buenos Aires            76.5                       39
## 7                   Yerevan            74.9                       26
## 8                    Sydney            82.7                        6
## 9                    Vienna            81.6                        5
## 10                     Baku            72.9                       26
## 11          Nassau, Bahamas            73.8                       70
## 12                    Riffa            77.2                       14
## 13                    Dhaka            72.3                      173
## 14               Bridgetown            79.1                       27
## 15                    Minsk            74.2                        2
## 16                 Brussels            81.6                        5
## 17              Belize City            74.5                       36
## 18                  Cotonou            61.5                      397
## 19                  Thimphu            71.5                      183
## 20  Santa Cruz de la Sierra            71.2                      155
## 21             Tuzla Canton            77.3                       10
## 22                 Gaborone            69.3                      144
## 23                    S����            75.7                       60
## 24                                     75.7                       31
## 25                    Sofia            74.9                       10
## 26              Ouagadougou            61.2                      320
## 27                Bujumbura            61.2                      548
## 28                  Abidjan            57.4                      617
## 29                    Praia            72.8                       58
## 30               Phnom Penh            69.6                      160
## 31                   Douala            58.9                      529
## 32                  Toronto            81.9                       10
## 33                   Bangui            52.8                      829
## 34                N'Djamena            54.0                     1140
## 35                 Santiago            80.0                       13
## 36                 Shanghai            77.0                       29
## 37                   Bogot�            77.1                       83
## 38          Moroni, Comoros            64.1                      273
## 39              Brazzaville            64.3                      378
## 40            San Jos������            80.1                       27
## 41                   Zagreb            78.1                        8
## 42                   Havana            78.7                       36
## 43            Statos�������            80.8                        6
## 44                   Prague            79.0                        3
## 45                 Kinshasa            60.4                      473
## 46               Copenhagen            81.0                        4
## 47            Djibouti City            66.6                      248
## 48            Santo Domingo            73.9                       95
## 49                    Quito            76.8                       59
## 50                    Cairo            71.8                       37
## 51             San Salvador            73.1                       46
## 52                   Malabo            58.4                      301
## 53                   Asmara            65.9                      480
## 54                  Tallinn            78.2                        9
## 55              Addis Ababa            66.2                      401
## 56                     Suva            67.3                       34
## 57                 Helsinki            81.7                        3
## 58                    Paris            82.5                        8
## 59               Libreville            66.2                      252
## 60                Serekunda            61.7                      597
## 61                  Tbilisi            73.6                       25
## 62                   Berlin            80.9                        7
## 63                    Accra            63.8                      308
## 64                Macedonia            81.3                        3
## 65    St. George's, Grenada            72.4                       25
## 66           Guatemala City            74.1                       95
## 67                   Kankan            61.2                      576
## 68                   Bissau            58.0                      667
## 69       Georgetown, Guyana            69.8                      169
## 70           Port-au-Prince            63.7                      480
## 71              Tegucigalpa            75.1                       65
## 72                 Budapest            75.8                       12
## 73                Reykjav��            82.7                        4
## 74                 Kurebhar            69.4                      145
## 75               Kalimantan            71.5                      177
## 76                   Tehran            76.5                       16
## 77                  Baghdad            70.5                       79
## 78                 Connacht            82.3                        5
## 79                Jerusalem            82.8                        3
## 80                     Rome            82.9                        2
## 81        Kingston, Jamaica            74.4                       80
## 82                    Tokyo            84.2                        5
## 83                    Amman            74.4                       46
## 84                   Almaty            73.2                       10
## 85                  Nairobi            66.3                      342
## 86             South Tarawa            68.1                       92
## 87              Kuwait City            75.4                       12
## 88                  Bishkek            71.4                       60
## 89                Vientiane            67.6                      185
## 90                     Riga            74.7                       19
## 91         Tripoli, Lebanon            78.9                       29
## 92                   Maseru            53.7                      544
## 93                 Monrovia            63.7                      661
## 94                                     72.7                       72
## 95                  Vilnius            75.7                        8
## 96          Luxembourg City            82.1                        5
## 97             Antananarivo            66.7                      335
## 98                 Lilongwe            63.8                      349
## 99              Johor Bahru            76.0                       29
## 100                    Mal�            78.6                       53
## 101                  Bamako            58.9                      562
## 102              Birkirkara            82.3                        6
## 103              Nouakchott            64.7                      766
## 104              Port Louis            74.4                       61
## 105             Mexico City            75.0                       33
## 106                 Palikir            67.8                       88
## 107                 Chi����            71.8                       19
## 108             Ulaanbaatar            69.7                       45
## 109               Podgorica            76.8                        6
## 110              Casablanca            76.5                       70
## 111                  Maputo            60.2                      289
## 112                  Yangon            66.9                      250
## 113                Windhoek            63.4                      195
## 114               Kathmandu            70.5                      186
## 115               Amsterdam            81.8                        5
## 116                Auckland            81.9                        9
## 117                 Managua            74.3                       98
## 118                  Niamey            62.0                      509
## 119                   Lagos            54.3                      917
## 120               Pyongyang            72.1                       89
## 121                    Oslo            82.8                        2
## 122                    Seeb            77.6                       19
## 123                 Karachi            67.1                      140
## 124             Panama City            78.3                       52
## 125            Port Moresby            64.3                      145
## 126         Ciudad del Este            74.1                      129
## 127                    Lima            76.5                       88
## 128                  Manila            71.1                      121
## 129                  Warsaw            77.6                        2
## 130                  Lisbon            81.3                        8
## 131                    Doha            80.1                        9
## 132               Bucharest            75.4                       19
## 133                  Moscow            72.7                       17
## 134                  Kigali            68.7                      248
## 135                Castries            76.1                      117
## 136               Calliaqua            72.4                       68
## 137                    Apia            73.2                       43
## 138                  Riyadh            75.0                       17
## 139                  Pikine            67.7                      315
## 140                Belgrade            75.5                       12
## 141    Victoria, Seychelles            72.8                       53
## 142                Freetown            54.3                     1120
## 143                                    83.1                        8
## 144              Bratislava            77.2                        5
## 145               Ljubljana            81.0                        7
## 146                 Honiara            72.8                      104
## 147                  Bosaso            57.1                      829
## 148            Johannesburg            63.9                      119
## 149                   Seoul            82.6                       11
## 150                  Madrid            83.3                        4
## 151                 Colombo            76.8                       36
## 152                Omdurman            65.1                      295
## 153              Paramaribo            71.6                      120
## 154                  S�����            82.5                        4
## 155                    Z���            83.6                        5
## 156                Damascus            71.8                       31
## 157                Dushanbe            70.9                       17
## 158           Dar es Salaam            65.0                      524
## 159                 Bangkok            76.9                       37
## 160                    Dili            69.3                      142
## 161                    Lom�            60.8                      396
## 162                Nuku����            70.8                       52
## 163               Chaguanas            73.4                       67
## 164                   Tunis            76.5                       43
## 165                Istanbul            77.4                       17
## 166                Ashgabat            68.1                        7
## 167                 Buganda            63.0                      375
## 168                    Kyiv            71.6                       19
## 169                   Dubai            77.8                        3
## 170                  London            81.3                        7
## 171           New York City            78.5                       19
## 172              Montevideo            77.8                       17
## 173                Tashkent            71.6                       29
## 174               Port Vila            70.3                       72
## 175                 Caracas            72.1                      125
## 176        Ho Chi Minh City            75.3                       43
## 177                   Sanaa            66.1                      164
## 178                  Lusaka            63.5                      213
## 179                  Harare            61.2                      458
##     Minimum.wage      Official.language Out.of.pocket.health.expenditure
## 1           6450                 Pashto                             78.4
## 2          16800               Albanian                             56.9
## 3          14250                 Arabic                             28.1
## 4          10650             Portuguese                             33.4
## 5          45600                English                             24.3
## 6          50250                Spanish                             17.6
## 7           9900               Armenian                             81.6
## 8         203850                   None                             19.6
## 9             NA                 German                             17.9
## 10          7050   Azerbaijani language                             78.6
## 11         78750                English                             27.8
## 12            NA                 Arabic                             25.1
## 13          7650                Bengali                             71.8
## 14         46950                English                             45.2
## 15         22350                Russian                             34.5
## 16        154650                 French                             17.6
## 17         24750                English                             22.7
## 18          5850                 French                             40.5
## 19          4800               Dzongkha                             19.8
## 20         20400                Spanish                             25.9
## 21         15600                Bosnian                             28.6
## 22          4350                English                              5.3
## 23         22950             Portuguese                             28.3
## 24            NA                  Malay                              6.0
## 25         23550              Bulgarian                             47.7
## 26          5100                 French                             36.1
## 27            NA                Kirundi                             19.1
## 28          5400                 French                             36.0
## 29         10200             Portuguese                             23.2
## 30            NA         Khmer language                             59.4
## 31          5250                 French                             69.7
## 32        142650                 French                             14.6
## 33          5550                 French                             39.6
## 34          9000                 French                             56.4
## 35         30000                Spanish                             32.2
## 36         13050       Standard Chinese                             32.4
## 37         18450                Spanish                             18.3
## 38         10650                 French                             74.8
## 39         13200                 French                             43.8
## 40         27600                Spanish                             21.5
## 41         43800               Croatian                             15.2
## 42           750                Spanish                               NA
## 43            NA                  Greek                             43.9
## 44         45000                  Czech                             14.8
## 45          2700                 French                             37.4
## 46            NA                 Danish                             13.7
## 47            NA                 French                             20.4
## 48          6000                Spanish                             43.7
## 49         36900                Spanish                             43.7
## 50            NA Modern Standard Arabic                             62.0
## 51          7500                Spanish                             27.9
## 52         15750                Spanish                             72.0
## 53            NA               Tigrinya                             52.4
## 54         47100               Estonian                             22.8
## 55            NA                Amharic                             37.8
## 56         19200             Fiji Hindi                             21.4
## 57            NA                Swedish                             19.9
## 58        167400                 French                              6.8
## 59         21900                 French                             25.9
## 60          1950                English                             20.3
## 61           750               Georgian                             57.3
## 62        149850                 German                             12.5
## 63          4050                English                             36.1
## 64         66900                  Greek                             35.5
## 65            NA                English                             57.0
## 66         24000                Spanish                             55.8
## 67            NA                 French                             54.5
## 68          2400             Portuguese                             37.2
## 69         14700                English                             40.5
## 70          3750                 French                             36.3
## 71         15150                Spanish                             49.1
## 72         39300              Hungarian                             29.0
## 73            NA              Icelandic                             17.0
## 74          4500                  Hindi                             65.1
## 75          7200             Indonesian                             48.3
## 76         23700                Persian                             39.7
## 77         18600                 Arabic                             76.5
## 78        161850                  Irish                             15.2
## 79        113700                 Hebrew                             24.4
## 80            NA                Italian                             22.8
## 81         19950       Jamaican English                             23.7
## 82        101550                   None                             13.1
## 83         22350                 Arabic                             25.1
## 84          6150                Russian                             38.8
## 85          3750                Swahili                             33.4
## 86            NA                English                              0.2
## 87         14250 Modern Standard Arabic                             14.4
## 88          1350                Russian                             48.2
## 89         12450                    Lao                             45.4
## 90         42000                Latvian                             41.6
## 91         32250                 Arabic                             32.1
## 92          6150                English                             16.9
## 93          2550                English                             19.6
## 94         28200                 Arabic                             36.7
## 95         36150             Lithuanian                             32.1
## 96        195750          Luxembourgish                             10.6
## 97          3150                 French                             21.7
## 98          1800                English                             11.0
## 99         13950     Malaysian language                             36.7
## 100           NA                 Divehi                             16.4
## 101         3450                 French                             46.3
## 102        76050                Maltese                             37.1
## 103         7950                 Arabic                             48.2
## 104         5700                 French                             50.7
## 105         7350                   None                             41.4
## 106           NA                English                              2.5
## 107         4650               Romanian                             46.2
## 108         9750              Mongolian                             39.3
## 109        18450   Montenegrin language                             31.8
## 110        24000                 Arabic                             53.1
## 111         4050             Portuguese                              6.8
## 112         5850                Burmese                             73.9
## 113           NA                English                              8.3
## 114         5400                 Nepali                             60.4
## 115       154350                  Dutch                             12.3
## 116       172350                English                             12.6
## 117         8100                Spanish                             36.0
## 118         4350                 French                             52.3
## 119         8100                English                             72.2
## 120           NA                 Korean                               NA
## 121           NA              Norwegian                             14.3
## 122        64950                 Arabic                              6.4
## 123        10350                   Urdu                             66.5
## 124        22950                Spanish                             30.5
## 125        17400              Tok Pisin                              5.8
## 126        23250                Spanish                             36.5
## 127        19200                Spanish                             30.9
## 128        16800                English                             53.5
## 129        43950                 Polish                             23.2
## 130        56700             Portuguese                             27.7
## 131           NA                 Arabic                              6.2
## 132        33750               Romanian                             21.3
## 133         7950                Russian                             36.4
## 134           NA                Swahili                             26.0
## 135           NA                English                             48.4
## 136        17400                English                             21.4
## 137        11700                 Samoan                             11.5
## 138        57750                 Arabic                             15.0
## 139         4650                 French                             44.2
## 140        23550                Serbian                             40.6
## 141        30000                 French                              2.5
## 142         8550                English                             38.2
## 143           NA                  Malay                             36.7
## 144        46650                 Slovak                             18.4
## 145        78750       Slovene language                             12.5
## 146         6000                English                              3.3
## 147           NA                 Arabic                               NA
## 148           NA              Afrikaans                              7.7
## 149        97350                 Korean                             36.8
## 150        84000                Spanish                             24.2
## 151         5250                  Tamil                             38.4
## 152         6150                 Arabic                             63.2
## 153           NA                  Dutch                             10.1
## 154           NA                Swedish                             15.2
## 155           NA                 German                             28.3
## 156        15300                 Arabic                             53.7
## 157         3450                Persian                             63.1
## 158         1350                Swahili                             26.1
## 159        15900                   Thai                             11.8
## 160         9000             Portuguese                             10.2
## 161         5100                 French                             51.0
## 162           NA        Tongan Language                             10.2
## 163        33750                English                             37.3
## 164         7050                 Arabic                             39.8
## 165        51750                Turkish                             16.9
## 166        13200                Turkmen                             71.1
## 167          150                Swahili                             40.5
## 168        12600              Ukrainian                             47.8
## 169           NA                 Arabic                             17.8
## 170       151950                English                             14.8
## 171       108750                   None                             11.1
## 172        24900                Spanish                             16.2
## 173         3600                  Uzbek                             42.7
## 174        23400                 French                              8.9
## 175          150                Spanish                             45.8
## 176        10950             Vietnamese                             43.5
## 177           NA                 Arabic                             81.0
## 178         3600                English                             27.5
## 179           NA                  Shona                             25.8
##     Physicians.per.thousand    Population
## 1                      0.28    38,041,754
## 2                      1.20     2,854,191
## 3                      1.72    43,053,054
## 4                      0.21    31,825,295
## 5                      2.76        97,118
## 6                      3.96    44,938,712
## 7                      4.40     2,957,731
## 8                      3.68    25,766,605
## 9                      5.17     8,877,067
## 10                     3.45    10,023,318
## 11                     1.94       389,482
## 12                     0.93     1,501,635
## 13                     0.58   167,310,838
## 14                     2.48       287,025
## 15                     5.19     9,466,856
## 16                     3.07    11,484,055
## 17                     1.12       390,353
## 18                     0.08    11,801,151
## 19                     0.42       727,145
## 20                     1.59    11,513,100
## 21                     2.16     3,301,000
## 22                     0.37     2,346,179
## 23                     2.15   212,559,417
## 24                     1.61       433,285
## 25                     4.03     6,975,761
## 26                     0.08    20,321,378
## 27                     0.10    11,530,580
## 28                     0.23    25,716,544
## 29                     0.77       483,628
## 30                     0.17    16,486,542
## 31                     0.09    25,876,380
## 32                     2.61    36,991,981
## 33                     0.06     4,745,185
## 34                     0.04    15,946,876
## 35                     2.59    18,952,038
## 36                     1.98 1,397,715,000
## 37                     2.18    50,339,443
## 38                     0.27       850,886
## 39                     0.12     5,380,508
## 40                     2.89     5,047,561
## 41                     3.00     4,067,500
## 42                     8.42    11,333,483
## 43                     1.95     1,198,575
## 44                     4.12    10,669,709
## 45                     0.07    86,790,567
## 46                     4.01     5,818,553
## 47                     0.22       973,560
## 48                     1.56    10,738,958
## 49                     2.04    17,373,662
## 50                     0.45   100,388,073
## 51                     1.57     6,453,553
## 52                     0.40     1,355,986
## 53                     0.06     6,333,135
## 54                     4.48     1,331,824
## 55                     0.08   112,078,730
## 56                     0.84       889,953
## 57                     3.81     5,520,314
## 58                     3.27    67,059,887
## 59                     0.68     2,172,579
## 60                     0.10     2,347,706
## 61                     7.12     3,720,382
## 62                     4.25    83,132,799
## 63                     0.14    30,792,608
## 64                     5.48    10,716,322
## 65                     1.41       112,003
## 66                     0.35    16,604,026
## 67                     0.08    12,771,246
## 68                     0.13     1,920,922
## 69                     0.80       782,766
## 70                     0.23    11,263,077
## 71                     0.31     9,746,117
## 72                     3.41     9,769,949
## 73                     4.08       361,313
## 74                     0.86 1,366,417,754
## 75                     0.43   270,203,917
## 76                     1.58    82,913,906
## 77                     0.71    39,309,783
## 78                     3.31     5,007,069
## 79                     4.62     9,053,300
## 80                     3.98    60,297,396
## 81                     1.31     2,948,279
## 82                     2.41   126,226,568
## 83                     2.32    10,101,694
## 84                     3.25    18,513,930
## 85                     0.16    52,573,973
## 86                     0.20       117,606
## 87                     2.58     4,207,083
## 88                     1.88     6,456,900
## 89                     0.37     7,169,455
## 90                     3.19     1,912,789
## 91                     2.10     6,855,713
## 92                     0.07     2,125,268
## 93                     0.04     4,937,374
## 94                     2.09     6,777,452
## 95                     6.35     2,786,844
## 96                     3.01       645,397
## 97                     0.18    26,969,307
## 98                     0.04    18,628,747
## 99                     1.51    32,447,385
## 100                    4.56       530,953
## 101                    0.13    19,658,031
## 102                    2.86       502,653
## 103                    0.19     4,525,696
## 104                    2.53     1,265,711
## 105                    2.38   126,014,024
## 106                    0.18       113,815
## 107                    3.21     2,657,637
## 108                    2.86     3,225,167
## 109                    2.76       622,137
## 110                    0.73    36,910,560
## 111                    0.08    30,366,036
## 112                    0.68    54,045,420
## 113                    0.42     2,494,530
## 114                    0.75    28,608,710
## 115                    3.61    17,332,850
## 116                    3.59     4,841,000
## 117                    0.98     6,545,502
## 118                    0.04    23,310,715
## 119                    0.38   200,963,599
## 120                    3.67    25,666,161
## 121                    2.92     5,347,896
## 122                    2.00     5,266,535
## 123                    0.98   216,565,318
## 124                    1.57     4,246,439
## 125                    0.07     8,776,109
## 126                    1.35     7,044,636
## 127                    1.27    32,510,453
## 128                    0.60   108,116,615
## 129                    2.38    37,970,874
## 130                    5.12    10,269,417
## 131                    2.49     2,832,067
## 132                    2.98    19,356,544
## 133                    4.01   144,373,535
## 134                    0.13    12,626,950
## 135                    0.64       182,790
## 136                    0.66       100,455
## 137                    0.34       202,506
## 138                    2.61    34,268,528
## 139                    0.07    16,296,364
## 140                    3.11     6,944,975
## 141                    0.95        97,625
## 142                    0.03     7,813,215
## 143                    2.29     5,703,569
## 144                    3.42     5,454,073
## 145                    3.09     2,087,946
## 146                    0.19       669,823
## 147                    0.02    15,442,905
## 148                    0.91    58,558,270
## 149                    2.36    51,709,098
## 150                    3.87    47,076,781
## 151                    1.00    21,803,000
## 152                    0.26    42,813,238
## 153                    1.21       581,372
## 154                    3.98    10,285,453
## 155                    4.30     8,574,832
## 156                    1.22    17,070,135
## 157                    1.70     9,321,018
## 158                    0.01    58,005,463
## 159                    0.81    69,625,582
## 160                    0.72     3,500,000
## 161                    0.08     8,082,366
## 162                    0.52       100,209
## 163                    4.17     1,394,973
## 164                    1.30    11,694,719
## 165                    1.85    83,429,615
## 166                    2.22     5,942,089
## 167                    0.17    44,269,594
## 168                    2.99    44,385,155
## 169                    2.53     9,770,529
## 170                    2.81    66,834,405
## 171                    2.61   328,239,523
## 172                    5.05     3,461,734
## 173                    2.37    33,580,650
## 174                    0.17       299,882
## 175                    1.92    28,515,829
## 176                    0.82    96,462,106
## 177                    0.31    29,161,922
## 178                    1.19    17,861,030
## 179                    0.21    14,645,468
##     Population..Labor.force.participation.... Tax.revenue.... Total.tax.rate
## 1                                        48.9             9.3           71.4
## 2                                        55.7            18.6           36.6
## 3                                        41.2            37.2           66.1
## 4                                        77.5             9.2           49.1
## 5                                          NA            16.5           43.0
## 6                                        61.3            10.1          106.3
## 7                                        55.6            20.9           22.6
## 8                                        65.5            23.0           47.4
## 9                                        60.7            25.4           51.4
## 10                                       66.5            13.0           40.7
## 11                                       74.6            14.8           33.8
## 12                                       73.4             4.2           13.8
## 13                                       59.0             8.8           33.4
## 14                                       65.2            27.5           35.6
## 15                                       64.1            14.7           53.3
## 16                                       53.6            24.0           55.4
## 17                                       65.1            26.3           31.1
## 18                                       70.9            10.8           48.9
## 19                                       66.7            16.0           35.3
## 20                                       71.8            17.0           83.7
## 21                                       46.4            20.4           23.7
## 22                                       70.8            19.5           25.1
## 23                                       63.9            14.2           65.1
## 24                                       64.7              NA            8.0
## 25                                       55.4            20.2           28.3
## 26                                       66.4            15.0           41.3
## 27                                       79.2            13.6           41.2
## 28                                       57.0            11.8           50.1
## 29                                       60.5            20.1           37.5
## 30                                       82.3            17.1           23.1
## 31                                       76.1            12.8           57.7
## 32                                       65.1            12.8           24.5
## 33                                       72.0             8.6           73.3
## 34                                       70.7              NA           63.5
## 35                                       62.6            18.2           34.0
## 36                                       68.0             9.4           59.2
## 37                                       68.8            14.4           71.2
## 38                                       43.3              NA          219.6
## 39                                       69.4             9.0           54.3
## 40                                       62.1            13.6           58.3
## 41                                       51.2            22.0           20.5
## 42                                       53.6              NA             NA
## 43                                       63.1            24.5           22.4
## 44                                       60.6            14.9           46.1
## 45                                       63.5            10.7           50.7
## 46                                       62.2            32.4           23.8
## 47                                       60.2              NA           37.9
## 48                                       64.3            13.0           48.8
## 49                                       68.0              NA           34.4
## 50                                       46.4            12.5           44.4
## 51                                       59.1            18.1           36.4
## 52                                       62.0             6.1           79.4
## 53                                       78.4              NA           83.7
## 54                                       63.6            20.9           47.8
## 55                                       79.6             7.5           37.7
## 56                                       57.6            24.2           32.1
## 57                                       59.1            20.8           36.6
## 58                                       55.1            24.2           60.7
## 59                                       52.9            10.2           47.1
## 60                                       59.4             9.4           48.4
## 61                                       68.3            21.7            9.9
## 62                                       60.8            11.5           48.8
## 63                                       67.8            12.6           55.4
## 64                                       51.8            26.2           51.9
## 65                                         NA            19.4           47.8
## 66                                       62.3            10.6           35.2
## 67                                       61.5            10.8           69.3
## 68                                       72.0            10.3           45.5
## 69                                       56.2              NA           30.6
## 70                                       67.2              NA           42.7
## 71                                       68.8            17.3           39.1
## 72                                       56.5            23.0           37.9
## 73                                       75.0            23.3           31.9
## 74                                       49.3            11.2           49.7
## 75                                       67.5            10.2           30.1
## 76                                       44.7             7.4           44.7
## 77                                       43.0             2.0           30.8
## 78                                       62.1            18.3           26.1
## 79                                       64.0            23.1           25.3
## 80                                       49.6            24.3           59.1
## 81                                       66.0            26.8           35.1
## 82                                       61.7            11.9           46.7
## 83                                       39.3            15.1           28.6
## 84                                       68.8            11.7           28.4
## 85                                       74.7            15.1           37.2
## 86                                         NA            22.0           32.7
## 87                                       73.5             1.4           13.0
## 88                                       59.8            18.0           29.0
## 89                                       78.5            12.9           24.1
## 90                                       61.4            22.9           38.1
## 91                                       47.0            15.3           32.2
## 92                                       67.9            31.6           13.6
## 93                                       76.3            12.9           46.2
## 94                                       49.7              NA           32.6
## 95                                       61.6            16.9           42.6
## 96                                       59.3            26.5           20.4
## 97                                       86.1            10.2           38.3
## 98                                       76.7            17.3           34.5
## 99                                       64.3            12.0           38.7
## 100                                      69.8            19.5           30.2
## 101                                      70.8            11.6           54.5
## 102                                      56.5            26.2           44.0
## 103                                      45.9              NA           67.0
## 104                                      58.3            19.1           22.2
## 105                                      60.7            13.1           55.1
## 106                                        NA            25.2           60.5
## 107                                      43.1            17.7           38.7
## 108                                      59.7            16.8           25.7
## 109                                      54.4              NA           22.2
## 110                                      45.3            21.9           45.8
## 111                                      78.1             0.0           36.1
## 112                                      61.7             5.4           31.2
## 113                                      59.5            27.1           20.7
## 114                                      83.8            20.7           41.8
## 115                                      63.6            23.0           41.2
## 116                                      69.9            29.0           34.6
## 117                                      66.4            15.6           60.6
## 118                                      72.0            11.8           47.2
## 119                                      52.9             1.5           34.8
## 120                                      80.4              NA             NA
## 121                                      63.8            23.9           36.2
## 122                                      72.4             2.5           27.4
## 123                                      52.6             9.2           33.9
## 124                                      66.6              NA           37.2
## 125                                      47.2            13.6           37.1
## 126                                      72.1            10.0           35.0
## 127                                      77.6            14.3           36.8
## 128                                      59.6            14.0           43.1
## 129                                      56.7            17.4           40.8
## 130                                      58.8            22.8           39.8
## 131                                      86.8            14.7           11.3
## 132                                      54.7            14.6           20.0
## 133                                      61.8            11.4           46.2
## 134                                      83.7            14.3           33.2
## 135                                      67.1            18.2           34.7
## 136                                      65.9            25.4           37.0
## 137                                      43.7            25.5           19.3
## 138                                      55.9             8.9           15.7
## 139                                      45.7            16.3           44.8
## 140                                      54.9            18.6           36.6
## 141                                        NA            34.1           30.1
## 142                                      57.9             8.6           30.7
## 143                                      70.5            13.1           21.0
## 144                                      59.5            18.7           49.7
## 145                                      58.4            18.6           31.0
## 146                                      83.8            29.5           32.0
## 147                                      47.4             0.0             NA
## 148                                      56.0            27.5           29.2
## 149                                      63.0            15.6           33.2
## 150                                      57.5            14.2           47.0
## 151                                      53.9            11.9           55.2
## 152                                      48.4             8.0           45.4
## 153                                      51.1            19.5           27.9
## 154                                      64.6            27.9           49.1
## 155                                      68.3            10.1           28.8
## 156                                      44.1            14.2           42.7
## 157                                      42.0             9.8           67.3
## 158                                      83.4            11.5           43.8
## 159                                      67.3            14.9           29.5
## 160                                      67.3            25.0           17.3
## 161                                      77.6            16.9           48.2
## 162                                      59.8            22.3           27.5
## 163                                      60.0            19.5           40.5
## 164                                      46.1            21.1           60.7
## 165                                      52.8            17.9           42.3
## 166                                      64.5              NA             NA
## 167                                      70.3            11.7           33.7
## 168                                      54.2            20.1           45.2
## 169                                      82.1             0.1           15.9
## 170                                      62.8            25.5           30.6
## 171                                      62.0             9.6           36.6
## 172                                      64.0            20.1           41.8
## 173                                      65.1            14.8           31.6
## 174                                      69.9            17.8            8.5
## 175                                      59.7              NA           73.3
## 176                                      77.4            19.1           37.6
## 177                                      38.0              NA           26.6
## 178                                      74.6            16.2           15.6
## 179                                      83.1            20.7           31.6
##     Unemployment.rate Urban_population   Latitude   Longitude
## 1               11.12        9,797,273  33.939110   67.709953
## 2               12.33        1,747,593  41.153332   20.168331
## 3               11.70       31,510,100  28.033886    1.659626
## 4                6.89       21,061,025 -11.202692   17.873887
## 5                  NA           23,800  17.060816  -61.796428
## 6                9.79       41,339,571 -38.416097  -63.616672
## 7               16.99        1,869,848  40.069099   45.038189
## 8                5.27       21,844,756 -25.274398  133.775136
## 9                4.67        5,194,416  47.516231   14.550072
## 10               5.51        5,616,165  40.143105   47.576927
## 11              10.36          323,784  25.034280  -77.396280
## 12               0.71        1,467,109  26.066700   50.557700
## 13               4.19       60,987,417  23.684994   90.356331
## 14              10.33           89,431  13.193887  -59.543198
## 15               4.59        7,482,982  53.709807   27.953389
## 16               5.59       11,259,082  50.503887    4.469936
## 17               6.41          179,039  17.189877  -88.497650
## 18               2.23        5,648,149   9.307690    2.315834
## 19               2.34          317,538  27.514162   90.433601
## 20               3.50        8,033,035 -16.290154  -63.588653
## 21              18.42        1,605,144  43.915886   17.679076
## 22              18.19        1,616,550 -22.328474   24.684866
## 23              12.08      183,241,641 -14.235004  -51.925280
## 24               9.12          337,711   4.535277  114.727669
## 25               4.34        5,256,027  42.733883   25.485830
## 26               6.26        6,092,349  12.238333   -1.561593
## 27               1.43        1,541,177  -3.373056   29.918886
## 28               3.32       13,176,900   7.539989   -5.547080
## 29              12.25          364,029  16.538800  -23.041800
## 30               0.68        3,924,621  12.565679  104.990963
## 31               3.38       14,741,256   7.369722   12.354722
## 32               5.56       30,628,482  56.130366 -106.346771
## 33               3.68        1,982,064   6.611111   20.939444
## 34               1.89        3,712,273  15.454166   18.732207
## 35               7.09       16,610,135 -35.675147  -71.542969
## 36               4.32      842,933,962  35.861660  104.195397
## 37               9.71       40,827,302   4.570868  -74.297333
## 38               4.34          248,152 -11.645500   43.333300
## 39               9.47        3,625,010  -0.228021   15.827659
## 40              11.85        4,041,885   9.748917  -83.753428
## 41               6.93        2,328,318  45.100000   15.200000
## 42               1.64        8,739,135  21.521757  -77.781167
## 43               7.27          800,708  35.126413   33.429859
## 44               1.93        7,887,156  49.817492   15.472962
## 45               4.24       39,095,679  -4.038333   21.758664
## 46               4.91        5,119,978  56.263920    9.501785
## 47              10.30          758,549  11.825138   42.590275
## 48               5.84        8,787,475  18.735693  -70.162651
## 49               3.97       11,116,711  -1.831239  -78.183406
## 50              10.76       42,895,824  26.820553   30.802498
## 51               4.11        4,694,702  13.794185  -88.896530
## 52               6.43          984,812   1.650801   10.267895
## 53               5.14        1,149,670  15.179384   39.782334
## 54               5.11          916,024  58.595272   25.013607
## 55               2.08       23,788,710   9.145000   40.489673
## 56               4.10          505,048 -17.713371  178.065032
## 57               6.59        4,716,888  61.924110   25.748151
## 58               8.43       54,123,364  46.227638    2.213749
## 59              20.00        1,949,694  -0.803689   11.609444
## 60               9.06        1,453,958  13.443182  -15.310139
## 61              14.40        2,196,476  42.315407   43.356892
## 62               3.04       64,324,835  51.165691   10.451526
## 63               4.33       17,249,054   7.946527   -1.023194
## 64              17.24        8,507,474  39.074208   21.824312
## 65                 NA           40,765  12.116500  -61.679000
## 66               2.46        8,540,945  15.783471  -90.230759
## 67               4.30        4,661,505   9.945587   -9.696645
## 68               2.47          840,922  11.803749  -15.180413
## 69              11.85          208,912   4.860416  -58.930180
## 70              13.78        6,328,948  18.971187  -72.285215
## 71               5.39        5,626,433  15.199999  -86.241905
## 72               3.40        6,999,582  47.162494   19.503304
## 73               2.84          339,110  64.963051  -19.020835
## 74               5.36      471,031,528  20.593684   78.962880
## 75               4.69      151,509,724  -0.789275  113.921327
## 76              11.38       62,509,623  32.427908   53.688046
## 77              12.82       27,783,368  33.223191   43.679291
## 78               4.93        3,133,123  53.412910   -8.243890
## 79               3.86        8,374,393  31.046051   34.851612
## 80               9.89       42,651,966  41.871940   12.567380
## 81               8.00        1,650,594  18.109581  -77.297508
## 82               2.29      115,782,416  36.204824  138.252924
## 83              14.72        9,213,048  30.585164   36.238414
## 84               4.59       10,652,915  48.019573   66.923684
## 85               2.64       14,461,523  -0.023559   37.906193
## 86                 NA           64,489   1.836898 -157.376832
## 87               2.18        4,207,083  29.311660   47.481766
## 88               6.33        2,362,644  41.204380   74.766098
## 89               0.63        2,555,552  19.856270  102.495496
## 90               6.52        1,304,943  56.879635   24.603189
## 91               6.23        6,084,994  33.854721   35.862285
## 92              23.41          607,508 -29.609988   28.233608
## 93               2.81        2,548,426   6.428055   -9.429499
## 94              18.56        5,448,597  26.335100   17.228331
## 95               6.35        1,891,013  55.169438   23.881275
## 96               5.36          565,488  49.815273    6.129583
## 97               1.76       10,210,849 -18.766947   46.869107
## 98               5.65        3,199,301 -13.254308   34.301525
## 99               3.32       24,475,766   4.210484  101.975766
## 100              6.14          213,645   3.202778   73.220680
## 101              7.22        8,479,688  17.570692   -3.996166
## 102              3.47          475,902  35.937496   14.375416
## 103              9.55        2,466,821  21.007890  -10.940835
## 104              6.67          515,980 -20.348404   57.552152
## 105              3.42      102,626,859  23.634501 -102.552784
## 106                NA           25,963   7.425554  150.550812
## 107              5.47        1,135,502  47.411631   28.369885
## 108              6.01        2,210,626  46.862496  103.846656
## 109             14.88          417,765  42.708678   19.374390
## 110              9.02       22,975,026  31.791702   -7.092620
## 111              3.24       11,092,106 -18.665695   35.529562
## 112              1.58       16,674,093  21.916221   95.955974
## 113             20.27        1,273,258 -22.957640   18.490410
## 114              1.41        5,765,513  28.394857   84.124008
## 115              3.20       15,924,729  52.132633    5.291266
## 116              4.07        4,258,860 -40.900557  174.885971
## 117              6.84        3,846,137  12.865416  -85.207229
## 118              0.47        3,850,231  17.607789    8.081666
## 119              8.10      102,806,948   9.081999    8.675277
## 120              2.74       15,947,412  40.339852  127.510093
## 121              3.35        4,418,218  60.472024    8.468946
## 122              2.67        4,250,777  21.473533   55.975413
## 123              4.45       79,927,762  30.375321   69.345116
## 124              3.90        2,890,084   8.537981  -80.782127
## 125              2.46        1,162,834  -6.314993  143.955550
## 126              4.81        4,359,150 -23.442503  -58.443832
## 127              3.31       25,390,339  -9.189967  -75.015152
## 128              2.15       50,975,903  12.879721  121.774017
## 129              3.47       22,796,574  51.919438   19.145136
## 130              6.33        6,753,579  39.399872   -8.224454
## 131              0.09        2,809,071  25.354826   51.183884
## 132              3.98       10,468,793  45.943161   24.966760
## 133              4.59      107,683,889  61.524010  105.318756
## 134              1.03        2,186,104  -1.940278   29.873888
## 135             20.71           34,280  13.909444  -60.978893
## 136             18.88           58,185  12.984305  -61.287228
## 137              8.36           35,588 -13.759029 -172.104629
## 138              5.93       28,807,838  23.885942   45.079162
## 139              6.60        7,765,706  14.497401  -14.452362
## 140             12.69        3,907,243  44.016521   21.005859
## 141                NA           55,762  -4.679574   55.491977
## 142              4.43        3,319,366   8.460555  -11.779889
## 143              4.11        5,703,569   1.352083  103.819836
## 144              5.56        2,930,419  48.669026   19.699024
## 145              4.20        1,144,654  46.151241   14.995463
## 146              0.58          162,164  -9.645710  160.156194
## 147             11.35        7,034,861   5.152149   46.199616
## 148             28.18       39,149,717 -30.559482   22.937506
## 149              4.15       42,106,719  35.907757  127.766922
## 150             13.96       37,927,409  40.463667   -3.749220
## 151              4.20        4,052,088   7.873054   80.771797
## 152             16.53       14,957,233  12.862807   30.217636
## 153              7.33          384,258   3.919305  -56.027783
## 154              6.48        9,021,165  60.128161   18.643501
## 155              4.58        6,332,428  46.818188    8.227512
## 156              8.37        9,358,019  34.802075   38.996815
## 157             11.02        2,545,477  38.861034   71.276093
## 158              1.98       20,011,885  -6.369028   34.888822
## 159              0.75       35,294,600  15.870032  100.992541
## 160              4.55          400,182  -8.874217  125.727539
## 161              2.04        3,414,638   8.619543    0.824782
## 162              1.12           24,145 -21.178986 -175.198242
## 163              2.69          741,944  10.691803  -61.222503
## 164             16.02        8,099,061  33.886917    9.537499
## 165             13.49       63,097,818  38.963745   35.243322
## 166              3.91        3,092,738  38.969719   59.556278
## 167              1.84       10,784,516   1.373333   32.290275
## 168              8.88       30,835,699  48.379433   31.165580
## 169              2.35        8,479,744  23.424076   53.847818
## 170              3.85       55,908,316  55.378051   -3.435973
## 171             14.70      270,663,028  37.090240  -95.712891
## 172              8.73        3,303,394 -32.522779  -55.765835
## 173              5.92       16,935,729  41.377491   64.585262
## 174              4.39           76,152 -15.376706  166.959158
## 175              8.80       25,162,368   6.423750  -66.589730
## 176              2.01       35,332,140  14.058324  108.277199
## 177             12.91       10,869,523  15.552727   48.516388
## 178             11.43        7,871,713 -13.133897   27.849332
## 179              4.95        4,717,305 -19.015438   29.154857
##Membuat kolom country status

data <- data %>%
  mutate(country_status = case_when(
    `Unemployment.rate` < 1 ~ "rich",
    `Unemployment.rate` >= 0.999 & `Unemployment.rate` < 5 ~ "developing",
    `Unemployment.rate` >= 4.999 ~ "poor"
  ))
data
##                              Country Density..P.Km2. Abbreviation
## 1                        Afghanistan              60           AF
## 2                            Albania             105           AL
## 3                            Algeria              18           DZ
## 4                             Angola              26           AO
## 5                Antigua and Barbuda             223           AG
## 6                          Argentina              17           AR
## 7                            Armenia             104           AM
## 8                          Australia               3           AU
## 9                            Austria             109           AT
## 10                        Azerbaijan             123           AZ
## 11                       The Bahamas              39           BS
## 12                           Bahrain           2,239           BH
## 13                        Bangladesh           1,265           BD
## 14                          Barbados             668           BB
## 15                           Belarus              47           BY
## 16                           Belgium             383           BE
## 17                            Belize              17           BZ
## 18                             Benin             108           BJ
## 19                            Bhutan              20           BT
## 20                           Bolivia              11           BO
## 21            Bosnia and Herzegovina              64           BA
## 22                          Botswana               4           BW
## 23                            Brazil              25           BR
## 24                            Brunei              83           BN
## 25                          Bulgaria              64           BG
## 26                      Burkina Faso              76           BF
## 27                           Burundi             463           BI
## 28                       Ivory Coast              83           CI
## 29                        Cape Verde             138           CV
## 30                          Cambodia              95           KH
## 31                          Cameroon              56           CM
## 32                            Canada               4           CA
## 33          Central African Republic               8           CF
## 34                              Chad              13           TD
## 35                             Chile              26           CL
## 36                             China             153           CN
## 37                          Colombia              46           CO
## 38                           Comoros             467           KM
## 39             Republic of the Congo              16             
## 40                        Costa Rica             100           CR
## 41                           Croatia              73           HR
## 42                              Cuba             106           CU
## 43                            Cyprus             131           CY
## 44                    Czech Republic             139           CZ
## 45  Democratic Republic of the Congo              40           CD
## 46                           Denmark             137           DK
## 47                          Djibouti              43           DJ
## 48                Dominican Republic             225           DO
## 49                           Ecuador              71           EC
## 50                             Egypt             103           EG
## 51                       El Salvador             313           SV
## 52                 Equatorial Guinea              50           GQ
## 53                           Eritrea              35           ER
## 54                           Estonia              31           EE
## 55                          Ethiopia             115           ET
## 56                              Fiji              49           FJ
## 57                           Finland              18           FI
## 58                            France             119           FR
## 59                             Gabon               9           GA
## 60                        The Gambia             239           GM
## 61                           Georgia              57           GE
## 62                           Germany             240           DE
## 63                             Ghana             137           GH
## 64                            Greece              81           GR
## 65                           Grenada             331           GD
## 66                         Guatemala             167           GT
## 67                            Guinea              53           GN
## 68                     Guinea-Bissau              70           GW
## 69                            Guyana               4           GY
## 70                             Haiti             414           HT
## 71                          Honduras              89           HN
## 72                           Hungary             107           HU
## 73                           Iceland               3           IS
## 74                             India             464           IN
## 75                         Indonesia             151           ID
## 76                              Iran              52           IR
## 77                              Iraq              93           IQ
## 78               Republic of Ireland              72             
## 79                            Israel             400           IL
## 80                             Italy             206           IT
## 81                           Jamaica             273           JM
## 82                             Japan             347           JP
## 83                            Jordan             115           JO
## 84                        Kazakhstan               7           KZ
## 85                             Kenya              94           KE
## 86                          Kiribati             147           KI
## 87                            Kuwait             240           KW
## 88                        Kyrgyzstan              34           KG
## 89                              Laos              32           LA
## 90                            Latvia              30           LV
## 91                           Lebanon             667           LB
## 92                           Lesotho              71           LS
## 93                           Liberia              53           LR
## 94                             Libya               4           LY
## 95                         Lithuania              43           LT
## 96                        Luxembourg             242           LU
## 97                        Madagascar              48           MG
## 98                            Malawi             203           MW
## 99                          Malaysia              99           MY
## 100                         Maldives           1,802           MV
## 101                             Mali              17           ML
## 102                            Malta           1,380           MT
## 103                       Mauritania               5           MR
## 104                        Mauritius             626           MU
## 105                           Mexico              66           MX
## 106   Federated States of Micronesia             784           FM
## 107                          Moldova             123           MD
## 108                         Mongolia               2           MN
## 109                       Montenegro              47           ME
## 110                          Morocco              83           MA
## 111                       Mozambique              40           MZ
## 112                          Myanmar              83           MM
## 113                          Namibia               3             
## 114                            Nepal             203           NP
## 115                      Netherlands             508           NL
## 116                      New Zealand              18           NZ
## 117                        Nicaragua              55           NI
## 118                            Niger              19           NE
## 119                          Nigeria             226           NG
## 120                      North Korea             214           KP
## 121                           Norway              15           NO
## 122                             Oman              16           OM
## 123                         Pakistan             287           PK
## 124                           Panama              58           PA
## 125                 Papua New Guinea              20           PG
## 126                         Paraguay              18           PY
## 127                             Peru              26           PE
## 128                      Philippines             368           PH
## 129                           Poland             124           PL
## 130                         Portugal             111           PT
## 131                            Qatar             248           QA
## 132                          Romania              84           RO
## 133                           Russia               9           RU
## 134                           Rwanda             525           RW
## 135                      Saint Lucia             301           LC
## 136 Saint Vincent and the Grenadines             284           VC
## 137                            Samoa              70           WS
## 138                     Saudi Arabia              16           SA
## 139                          Senegal              87           SN
## 140                           Serbia             100           RS
## 141                       Seychelles             214           SC
## 142                     Sierra Leone             111           SL
## 143                        Singapore           8,358           SG
## 144                         Slovakia             114           SK
## 145                         Slovenia             103           SI
## 146                  Solomon Islands              25           SB
## 147                          Somalia              25           SO
## 148                     South Africa              49           ZA
## 149                      South Korea             527           KR
## 150                            Spain              94           ES
## 151                        Sri Lanka             341           LK
## 152                            Sudan              25           SD
## 153                         Suriname               4           SR
## 154                           Sweden              25           SE
## 155                      Switzerland             219           CH
## 156                            Syria              95           SY
## 157                       Tajikistan              68           TJ
## 158                         Tanzania              67           TZ
## 159                         Thailand             137           TH
## 160                       East Timor              89           TL
## 161                             Togo             152           TG
## 162                            Tonga             147           TO
## 163              Trinidad and Tobago             273           TT
## 164                          Tunisia              76           TN
## 165                           Turkey             110           TR
## 166                     Turkmenistan              13           TM
## 167                           Uganda             229           UG
## 168                          Ukraine              75           UA
## 169             United Arab Emirates             118           AE
## 170                   United Kingdom             281           GB
## 171                    United States              36           US
## 172                          Uruguay              20           UY
## 173                       Uzbekistan              79           UZ
## 174                          Vanuatu              25           VU
## 175                        Venezuela              32           VE
## 176                          Vietnam             314           VN
## 177                            Yemen              56           YE
## 178                           Zambia              25           ZM
## 179                         Zimbabwe              38           ZW
##     Agricultural.Land.... Land.Area.Km2. Armed.Forces.size Birth.Rate
## 1                    58.1        652,230           323,000      32.49
## 2                    43.1         28,748             9,000      11.78
## 3                    17.4      2,381,741           317,000      24.28
## 4                    47.5      1,246,700           117,000      40.73
## 5                    20.5            443                 0      15.33
## 6                    54.3      2,780,400           105,000      17.02
## 7                    58.9         29,743            49,000      13.99
## 8                    48.2      7,741,220            58,000      12.60
## 9                    32.4         83,871            21,000       9.70
## 10                   57.7         86,600            82,000      14.00
## 11                    1.4         13,880             1,000      13.97
## 12                   11.1            765            19,000      13.99
## 13                   70.6        148,460           221,000      18.18
## 14                   23.3            430             1,000      10.65
## 15                   42.0        207,600           155,000       9.90
## 16                   44.6         30,528            32,000      10.30
## 17                    7.0         22,966             2,000      20.79
## 18                   33.3        112,622            12,000      36.22
## 19                   13.6         38,394             6,000      17.26
## 20                   34.8      1,098,581            71,000      21.75
## 21                   43.1         51,197            11,000       8.11
## 22                   45.6        581,730             9,000      24.82
## 23                   33.9      8,515,770           730,000      13.92
## 24                    2.7          5,765             8,000      14.90
## 25                   46.3        110,879            31,000       8.90
## 26                   44.2        274,200            11,000      37.93
## 27                   79.2         27,830            31,000      39.01
## 28                   64.8        322,463            27,000      35.74
## 29                   19.6          4,033             1,000      19.49
## 30                   30.9        181,035           191,000      22.46
## 31                   20.6        475,440            24,000      35.39
## 32                    6.9      9,984,670            72,000      10.10
## 33                    8.2        622,984             8,000      35.35
## 34                   39.7      1,284,000            35,000      42.17
## 35                   21.2        756,096           122,000      12.43
## 36                   56.2      9,596,960         2,695,000      10.90
## 37                   40.3      1,138,910           481,000      14.88
## 38                   71.5          2,235                        31.88
## 39                   31.1        342,000            12,000      32.86
## 40                   34.5         51,100            10,000      13.97
## 41                   27.6         56,594            18,000       9.00
## 42                   59.9        110,860            76,000      10.17
## 43                   12.2          9,251            16,000      10.46
## 44                   45.2         78,867            23,000      10.70
## 45                   11.6      2,344,858           134,000      41.18
## 46                   62.0         43,094            15,000      10.60
## 47                   73.4         23,200            13,000      21.47
## 48                   48.7         48,670            71,000      19.51
## 49                   22.2        283,561            41,000      19.72
## 50                    3.8      1,001,450           836,000      26.38
## 51                   76.4         21,041            42,000      18.25
## 52                   10.1         28,051             1,000      33.24
## 53                   75.2        117,600           202,000      30.30
## 54                   23.1         45,228             6,000      10.90
## 55                   36.3      1,104,300           138,000      32.34
## 56                   23.3         18,274             4,000      21.28
## 57                    7.5        338,145            25,000       8.60
## 58                   52.4        643,801           307,000      11.30
## 59                   20.0        267,667             7,000      31.61
## 60                   59.8         11,300             1,000      38.54
## 61                   34.5         69,700            26,000      13.47
## 62                   47.7        357,022           180,000       9.50
## 63                   69.0        238,533            16,000      29.41
## 64                   47.6        131,957           146,000       8.10
## 65                   23.5            349                        16.47
## 66                   36.0        108,889            43,000      24.56
## 67                   59.0        245,857            13,000      36.36
## 68                   58.0         36,125             4,000      35.13
## 69                    8.6        214,969             3,000      19.97
## 70                   66.8         27,750                 0      24.35
## 71                   28.9        112,090            23,000      21.60
## 72                   58.4         93,028            40,000       9.60
## 73                   18.7        103,000                 0      12.00
## 74                   60.4      3,287,263         3,031,000      17.86
## 75                   31.5      1,904,569           676,000      18.07
## 76                   28.2      1,648,195           563,000      18.78
## 77                   21.4        438,317           209,000      29.08
## 78                   64.5         70,273             9,000      12.50
## 79                   24.6         20,770           178,000      20.80
## 80                   43.2        301,340           347,000       7.30
## 81                   41.0         10,991             4,000      16.10
## 82                   12.3        377,944           261,000       7.40
## 83                   12.0         89,342           116,000      21.98
## 84                   80.4      2,724,900            71,000      21.77
## 85                   48.5        580,367            29,000      28.75
## 86                   42.0            811                        27.89
## 87                    8.4         17,818            25,000      13.94
## 88                   55.0        199,951            21,000      27.10
## 89                   10.3        236,800           129,000      23.55
## 90                   31.1         64,589             6,000      10.00
## 91                   64.3         10,400            80,000      17.55
## 92                   77.6         30,355             2,000      26.81
## 93                   28.0        111,369             2,000      33.04
## 94                    8.7      1,759,540                 0      18.83
## 95                   47.2         65,300            34,000      10.00
## 96                   53.7          2,586             2,000      10.30
## 97                   71.2        587,041            22,000      32.66
## 98                   61.4        118,484            15,000      34.12
## 99                   26.3        329,847           136,000      16.75
## 100                  26.3            298             5,000      14.20
## 101                  33.8      1,240,192            18,000      41.54
## 102                  32.4            316             2,000       9.20
## 103                  38.5      1,030,700            21,000      33.69
## 104                  42.4          2,040             3,000      10.20
## 105                  54.6      1,964,375           336,000      17.60
## 106                  31.4            702                        22.82
## 107                  74.2         33,851             7,000      10.10
## 108                  71.5      1,564,116            18,000      24.13
## 109                  19.0         13,812            12,000      11.73
## 110                  68.5        446,550           246,000      18.94
## 111                  63.5        799,380            11,000      37.52
## 112                  19.5        676,578           513,000      17.55
## 113                  47.1        824,292            16,000      28.64
## 114                  28.7        147,181           112,000      19.89
## 115                  53.3         41,543            41,000       9.70
## 116                  40.5        268,838             9,000      11.98
## 117                  42.1        130,370            12,000      20.64
## 118                  36.1      1,267,000            10,000      46.08
## 119                  77.7        923,768           215,000      37.91
## 120                  21.8        120,538         1,469,000      13.89
## 121                   2.7        323,802            23,000      10.40
## 122                   4.6        309,500            47,000      19.19
## 123                  47.8        796,095           936,000      28.25
## 124                  30.4         75,420            26,000      18.98
## 125                   2.6        462,840             4,000      27.07
## 126                  55.1        406,752            27,000      20.57
## 127                  18.5      1,285,216           158,000      17.95
## 128                  41.7        300,000           153,000      20.55
## 129                  46.9        312,685           191,000      10.20
## 130                  39.5         92,212            52,000       8.50
## 131                   5.8         11,586            22,000       9.54
## 132                  58.8        238,391           126,000       9.60
## 133                  13.3     17,098,240         1,454,000      11.50
## 134                  73.4         26,338            35,000      31.70
## 135                  17.4            616                        12.00
## 136                  25.6            389                        14.24
## 137                  12.4          2,831                        24.38
## 138                  80.8      2,149,690           252,000      17.80
## 139                  46.1        196,722            19,000      34.52
## 140                  39.3         77,474            32,000       9.20
## 141                   3.4            455                 0      17.10
## 142                  54.7         71,740             9,000      33.41
## 143                   0.9            716            81,000       8.80
## 144                  39.2         49,035            16,000      10.60
## 145                  30.7         20,273             7,000       9.40
## 146                   3.9         28,896                        32.44
## 147                  70.3        637,657            20,000      41.75
## 148                  79.8      1,219,090            80,000      20.51
## 149                  17.4         99,720           634,000       6.40
## 150                  52.6        505,370           196,000       7.90
## 151                  43.7         65,610           317,000      15.83
## 152                  28.7      1,861,484           124,000      32.18
## 153                   0.6        163,820             2,000      18.54
## 154                   7.4        450,295            30,000      11.40
## 155                  38.4         41,277            21,000      10.00
## 156                  75.8        185,180           239,000      23.69
## 157                  34.1        144,100            17,000      30.76
## 158                  44.8        947,300            28,000      36.70
## 159                  43.3        513,120           455,000      10.34
## 160                  25.6         14,874             2,000      29.42
## 161                  70.2         56,785            10,000      33.11
## 162                  45.8            747                        24.30
## 163                  10.5          5,128             4,000      12.94
## 164                  64.8        163,610            48,000      17.56
## 165                  49.8        783,562           512,000      16.03
## 166                  72.0        488,100            42,000      23.83
## 167                  71.9        241,038            46,000      38.14
## 168                  71.7        603,550           297,000       8.70
## 169                   5.5         83,600            63,000      10.33
## 170                  71.7        243,610           148,000      11.00
## 171                  44.4      9,833,517         1,359,000      11.60
## 172                  82.6        176,215            22,000      13.86
## 173                  62.9        447,400            68,000      23.30
## 174                  15.3         12,189                        29.60
## 175                  24.5        912,050           343,000      17.88
## 176                  39.3        331,210           522,000      16.75
## 177                  44.6        527,968            40,000      30.45
## 178                  32.1        752,618            16,000      36.19
## 179                  41.9        390,757            51,000      30.68
##     Calling.Code     Capital.Major.City Co2.Emissions      CPI CPI.Change....
## 1             93                  Kabul         8,672    149.9            2.3
## 2            355                 Tirana         4,536   119.05            1.4
## 3            213                Algiers       150,006   151.36            2.0
## 4            244                 Luanda        34,693   261.73           17.1
## 5              1 St. John's, Saint John           557   113.81            1.2
## 6             54           Buenos Aires       201,348   232.75           53.5
## 7            374                Yerevan         5,156   129.18            1.4
## 8             61               Canberra       375,908    119.8            1.6
## 9             43                 Vienna        61,448   118.06            1.5
## 10           994                   Baku        37,620   156.32            2.6
## 11             1        Nassau, Bahamas         1,786   116.22            2.5
## 12           973                 Manama        31,694   117.59            2.1
## 13           880                  Dhaka        84,246   179.68            5.6
## 14             1             Bridgetown         1,276   134.09            4.1
## 15           375                  Minsk        58,280                     5.6
## 16            32       City of Brussels        96,889   117.11            1.4
## 17           501               Belmopan           568   105.68           -0.9
## 18           229             Porto-Novo         6,476   110.71           -0.9
## 19           975                Thimphu         1,261   167.18            2.7
## 20           591                  Sucre        21,606   148.32            1.8
## 21           387               Sarajevo        21,848    104.9            0.6
## 22           267               Gaborone         6,340   149.75            2.8
## 23            55                Bras���       462,299    167.4            3.7
## 24           673    Bandar Seri Begawan         7,664    99.03           -0.4
## 25           359                  Sofia        41,708   114.42            3.1
## 26           226            Ouagadougou         3,418   106.58           -3.2
## 27           257              Bujumbura           495   182.11           -0.7
## 28           225           Yamoussoukro         9,674   111.61           -0.9
## 29           238                  Praia           543    110.5            1.1
## 30           855             Phnom Penh         9,919   127.63            2.5
## 31           237                Yaound�         8,291   118.65            2.5
## 32             1                 Ottawa       544,894   116.76            1.9
## 33           236                 Bangui           297   186.86           37.1
## 34           235              N'Djamena         1,016    117.7           -1.0
## 35            56               Santiago        85,822   131.91            2.6
## 36            86                Beijing     9,893,038   125.08            2.9
## 37            57                 Bogot�        97,814   140.95            3.5
## 38           269        Moroni, Comoros           202   103.62           -4.3
## 39           242            Brazzaville         3,282   124.74            2.2
## 40           506          San Jos������         8,023   128.85            2.1
## 41           385                 Zagreb        17,488   109.82            0.8
## 42            53                 Havana        28,284                      NA
## 43           357                Nicosia         6,626   102.51            0.3
## 44           420                 Prague       102,218   116.48            2.8
## 45           243               Kinshasa         2,021   133.85            2.9
## 46            45             Copenhagen        31,786   110.35            0.8
## 47           253          Djibouti City           620   120.25            3.3
## 48             1          Santo Domingo        25,258    135.5            1.8
## 49           593                  Quito        41,155   124.14            0.3
## 50            20                  Cairo       238,560   288.57            9.2
## 51           503           San Salvador         7,169   111.23            0.1
## 52           240                 Malabo         5,655   124.35            1.2
## 53           291                 Asmara           711                      NA
## 54           372                Tallinn        16,590   122.14            2.3
## 55           251            Addis Ababa        14,870   143.86           15.8
## 56           679                   Suva         2,046    132.3            1.8
## 57           358               Helsinki        45,871   112.33            1.0
## 58            33                  Paris       303,276   110.05            1.1
## 59           241             Libreville         5,321   122.19            2.1
## 60           220                 Banjul           532   172.73            7.1
## 61           995                Tbilisi        10,128   133.61            4.9
## 62            49                 Berlin       727,973   112.85            1.4
## 63           233                  Accra        16,670   268.36            7.2
## 64            30                 Athens        62,434   101.87            0.2
## 65             1  St. George's, Grenada           268   107.43            0.8
## 66           502         Guatemala City        16,777   142.92            3.7
## 67           224                Conakry         2,996   262.95            9.5
## 68           245                 Bissau           293   111.65            1.4
## 69           592     Georgetown, Guyana         2,384   116.19            2.1
## 70           509         Port-au-Prince         2,978   179.29           12.5
## 71           504            Tegucigalpa         9,813   150.34            4.4
## 72            36               Budapest        45,537   121.64            3.3
## 73           354              Reykjav��         2,065      129            3.0
## 74            91              New Delhi     2,407,672   180.44            7.7
## 75            62                Jakarta       563,325   151.18            3.0
## 76            98                 Tehran       661,710   550.93           39.9
## 77           964                Baghdad       190,061   119.86            0.4
## 78           353                 Dublin        37,711   106.58            0.9
## 79           972              Jerusalem        65,166   108.15            0.8
## 80            39                   Rome       320,411   110.62            0.6
## 81          1876      Kingston, Jamaica         8,225   162.47            3.9
## 82            81                  Tokyo     1,135,886   105.48            0.5
## 83           962                  Amman        25,108    125.6            0.8
## 84             7                 Astana       247,207   182.75            5.2
## 85           254                Nairobi        17,910   180.51            4.7
## 86           686           South Tarawa            66    99.55            0.6
## 87           965            Kuwait City        98,734    126.6            1.1
## 88           996                Bishkek         9,787   155.68            1.1
## 89           856              Vientiane        17,763   135.87            3.3
## 90           371                   Riga         7,004   116.86            2.8
## 91           961                 Beirut        24,796   130.02            3.0
## 92           266                 Maseru         2,512   155.86            5.2
## 93           231               Monrovia         1,386   223.13           23.6
## 94           218                               50,564   125.71            2.6
## 95           370                Vilnius        12,963   118.38            2.3
## 96           352        Luxembourg City         8,988   115.09            1.7
## 97           261           Antananarivo         3,905   184.33            5.6
## 98           265               Lilongwe         1,298   418.34            9.4
## 99            60           Kuala Lumpur       248,289   121.46            0.7
## 100          960                   Mal�         1,445     99.7            0.2
## 101          223                 Bamako         3,179   108.73           -1.7
## 102          356               Valletta         1,342   113.45            1.6
## 103          222             Nouakchott         2,739   135.02            2.3
## 104          230             Port Louis         4,349   129.91            0.4
## 105           52            Mexico City       486,406   141.54            3.6
## 106          691                Palikir           143    112.1            0.5
## 107          373                Chi����         5,115    166.2            4.8
## 108          976            Ulaanbaatar        25,368   195.76            7.3
## 109          382              Podgorica         2,017   116.32            2.6
## 110          212                  Rabat        61,276   111.07            0.2
## 111          258                 Maputo         7,943   182.31            2.8
## 112           95              Naypyidaw        25,280   168.18            8.8
## 113          264               Windhoek         4,228   157.97            3.7
## 114          977              Kathmandu         9,105   188.73            5.6
## 115           31              Amsterdam       170,780   115.91            2.6
## 116           64             Wellington        34,382   114.24            1.6
## 117          505                Managua         5,592   162.74            5.4
## 118          227                 Niamey         2,017   109.32           -2.5
## 119          234                  Abuja       120,369   267.51           11.4
## 120          850              Pyongyang        28,284                      NA
## 121           47                   Oslo        41,023   120.27            2.2
## 122          968                 Muscat        63,457   113.53            0.1
## 123           92              Islamabad       201,150   182.32           10.6
## 124          507            Panama City        10,715   122.07           -0.4
## 125          675           Port Moresby         7,536   155.99            3.6
## 126          595               Asunci��         7,407   143.82            2.8
## 127           51                   Lima        57,414   129.78            2.1
## 128           63                 Manila       122,287   129.61            2.5
## 129           48                 Warsaw       299,037   114.11            2.2
## 130          351                 Lisbon        48,742   110.62            0.3
## 131          974                   Doha       103,259   115.38           -0.7
## 132           40              Bucharest        69,259   123.78            3.8
## 133            7                 Moscow     1,732,027   180.75            4.5
## 134          250                 Kigali         1,115   151.09            3.4
## 135            1               Castries           414   110.13            1.9
## 136            1              Kingstown           220   109.67            2.3
## 137          685                   Apia           246   117.56            1.0
## 138          966                 Riyadh       563,449    118.4           -1.2
## 139          221                  Dakar        10,902   109.25            1.8
## 140          381               Belgrade        45,221      144            1.8
## 141          248   Victoria, Seychelles           605   129.96            1.8
## 142          232               Freetown         1,093   234.16           14.8
## 143           65                               37,535   114.41            0.6
## 144          421             Bratislava        32,424   115.34            2.7
## 145          386              Ljubljana        12,633   111.05            1.6
## 146          677                Honiara           169   133.06            1.6
## 147          252              Mogadishu           645                      NA
## 148           27               Pretoria       476,644   158.93            4.1
## 149           82                  Seoul       620,302   115.16            0.4
## 150           34                 Madrid       244,002   110.96            0.7
## 151           94                Colombo        23,362   155.53            3.5
## 152          249               Khartoum        20,000 1,344.19           51.0
## 153          597             Paramaribo         1,738   294.66           22.0
## 154           46              Stockholm        43,252   110.51            1.8
## 155           41                   Bern        34,477    99.55            0.4
## 156          963               Damascus        28,830    143.2           36.7
## 157          992               Dushanbe         5,310   148.57            6.0
## 158          255                 Dodoma        11,973   187.43            3.5
## 159           66                Bangkok       283,763   113.27            0.7
## 160          670                   Dili           495   145.38            2.6
## 161          228                   Lom�         3,000    113.3            0.7
## 162          676               Nuku����           128   121.09            7.4
## 163            1          Port of Spain        43,868   141.75            1.0
## 164          216                  Tunis        29,937   155.33            6.7
## 165           90                 Ankara       372,725   234.44           15.2
## 166          993               Ashgabat        70,630                      NA
## 167          256                Kampala         5,680   173.87            2.9
## 168          380                   Kyiv       202,250   281.66            7.9
## 169          971              Abu Dhabi       206,324   114.52           -1.9
## 170           44                 London       379,025   119.62            1.7
## 171            1       Washington, D.C.     5,006,302   117.24            7.5
## 172          598             Montevideo         6,766   202.92            7.9
## 173          998               Tashkent        91,811                      NA
## 174          678              Port Vila           147   117.13            2.8
## 175           58                Caracas       164,175 2,740.27          254.9
## 176           84                  Hanoi       192,668   163.52            2.8
## 177          967                  Sanaa        10,609   157.58            8.1
## 178          260                 Lusaka         5,141   212.31            9.2
## 179          263                 Harare        10,983   105.51            0.9
##     Currency.Code Fertility.Rate Forested.Area.... Gasoline.Price          GDP
## 1             AFN           4.47               2.1          10500 2.865203e+14
## 2             ALL           1.62              28.1          20400 2.291712e+14
## 3             DZD           3.02               0.8           4200 2.549824e+15
## 4             AOA           5.52              46.3          14550 1.419531e+15
## 5             XCD           1.99              22.3          14850 2.591639e+13
## 6             ARS           2.26               9.8          16500 6.744952e+15
## 7             AMD           1.76              11.7          11550 2.050920e+14
## 8             AUD           1.74              16.3          13950 2.089021e+16
## 9             EUR           1.47              46.9          18000 6.694721e+15
## 10            AZN           1.73              14.1           8400 5.881050e+14
## 11                          1.75              51.4          13800 1.924050e+14
## 12            BHD           1.99               0.8           6450 5.786110e+14
## 13            BDT           2.04              11.0          16800 4.538569e+15
## 14            BBD           1.62              14.7          27150 7.813500e+13
## 15            BYN           1.45              42.6           9000 9.462069e+14
## 16            EUR           1.62              22.6          21450 7.944101e+15
## 17            BZD           2.31              59.7          16950 2.819420e+13
## 18            XOF           4.84              37.8          10800 2.158606e+14
## 19                          1.98              72.5          14700 3.670011e+13
## 20            BOB           2.73              50.3          10650 6.134298e+14
## 21            BAM           1.27              42.7          15750 3.007177e+14
## 22            BWP           2.87              18.9          10650 2.751077e+14
## 23            BRL           1.73              58.9          15300 2.759637e+16
## 24            BND           1.85              72.1           5550 2.020413e+14
## 25            BGN           1.56              35.4          16650 1.290000e+15
## 26            XOF           5.19              19.3          14700 2.361872e+14
## 27            BIF           5.41              10.9          18150 4.518502e+13
## 28            XOF           4.65              32.7          13950 8.818831e+14
## 29            CVE           2.27              22.5          15300 2.972769e+13
## 30                          2.50              52.9          13500 4.063408e+14
## 31            XAF           4.57              39.3          15450 5.814070e+14
## 32            CAD           1.50              38.2          12150 2.604638e+16
## 33                          4.72              35.6          21150 3.330461e+13
## 34            XAF           5.75               3.8          11700 1.697243e+14
## 35            CLP           1.65              24.3          15450 4.234772e+15
## 36            CNY           1.69              22.4          14400 2.986500e+17
## 37            COP           1.81              52.7          10200 4.857042e+15
## 38            KMF           4.21              19.7             NA 1.778593e+13
## 39            XAF           4.43              65.4          14550 1.623089e+14
## 40            CRC           1.75              54.6          14700 9.266092e+14
## 41            HRK           1.47              34.4          18900 9.062333e+14
## 42            CUP           1.62              31.3          21000 1.500345e+15
## 43            EUR           1.33              18.7          18450 3.684697e+14
## 44            CZK           1.69              34.6          17550 3.697339e+15
## 45            CDF           5.92              67.2          22350 7.097944e+14
## 46            DKK           1.73              14.7          23250 5.221170e+15
## 47            DJF           2.73               0.2          19800 4.978075e+13
## 48            DOP           2.35              41.7          16050 1.334119e+15
## 49            USD           2.43              50.2           9150 1.611535e+15
## 50            EGP           3.33               0.1           6000 4.547627e+15
## 51                          2.04              12.6          12450 4.053396e+14
## 52            XAF           4.51              55.5             NA 1.654016e+14
## 53            ERN           4.06              14.9          30000 3.097502e+13
## 54            EUR           1.59              51.3          17100 4.708042e+14
## 55            ETB           4.25              12.5          11250 1.441615e+15
## 56            FJD           2.77              55.9          12300 8.303323e+13
## 57            EUR           1.41              73.1          21750 4.031418e+15
## 58            EUR           1.88              31.2          20850 4.073277e+16
## 59            XAF           3.97              90.0          13800 2.498694e+14
## 60            GMD           5.22              48.4          17700 2.645729e+13
## 61            GEL           2.06              40.6          11400 2.661479e+14
## 62            EUR           1.56              32.7          20850 5.768445e+16
## 63            GHS           3.87              41.2          13800 1.004755e+15
## 64            EUR           1.35              31.7          23100 3.147791e+15
## 65            XCD           2.06              50.0          16800 1.842256e+13
## 66            GTQ           2.87              32.7          11850 1.150656e+15
## 67            GNF           4.70              25.8          13500 2.038542e+14
## 68            XOF           4.48              69.8             NA 2.010584e+13
## 69            GYD           2.46              83.9          13500 6.420665e+13
## 70            HTG           2.94               3.5          12150 1.274847e+14
## 71            HNL           2.46              40.0          14700 3.764309e+14
## 72            HUF           1.54              22.9          17700 2.414507e+15
## 73            ISK           1.71               0.5          25350 3.628205e+14
## 74            INR           2.22              23.8          14550 3.916500e+16
## 75            IDR           2.31              49.9           9450 1.678786e+16
## 76            IRR           2.14               6.6           6000 6.680179e+15
## 77            IQD           3.67               1.9           9150 3.511411e+15
## 78            EUR           1.75              11.0          20550 5.830481e+15
## 79            ILS           3.09               7.7          23550 5.926480e+15
## 80            EUR           1.29              31.8          24150 3.001867e+16
## 81            JMD           1.98              30.9          16650 2.468711e+14
## 82                          1.42              68.5          15900 7.622654e+16
## 83            JOD           2.76               1.1          16500 6.561549e+14
## 84            KZT           2.84               1.2           6300 2.702426e+15
## 85            KES           3.49               7.8          14250 1.432546e+15
## 86            AUD           3.57              15.0             NA 2.919708e+12
## 87            KWD           2.08               0.4           5250 2.021418e+15
## 88            KGS           3.30               3.3           8400 1.268193e+14
## 89            LAK           2.67              82.1          13950 2.726076e+14
## 90            EUR           1.60              54.0          17400 5.117580e+14
## 91            LBP           2.09              13.4          11100 8.005056e+14
## 92                          3.14               1.6          10500 3.690109e+13
## 93                          4.32              43.1          12000 4.605777e+13
## 94            LYD           2.24               0.1           1650 7.811438e+14
## 95            EUR           1.63              34.8          17400 8.132897e+14
## 96            EUR           1.37              35.7          17850 1.066574e+15
## 97            MGA           4.08              21.4          16650 2.112586e+14
## 98            MWK           4.21              33.2          17250 1.150006e+14
## 99            MYR           2.00              67.6           6750 5.470523e+15
## 100                         1.87               3.3          24450 8.593873e+13
## 101           XOF           5.88               3.8          16800 2.626521e+14
## 102           EUR           1.23               1.1          20400 2.217923e+14
## 103           MRU           4.56               0.2          16950 1.139063e+14
## 104           MUR           1.41              19.0          16800 2.127067e+14
## 105           MXN           2.13              33.9          10950 1.887430e+16
## 106           USD           3.05              91.9             NA 6.028984e+12
## 107           MDL           1.26              12.6          12000 1.793315e+14
## 108           MNT           2.90               8.0          10800 2.077928e+14
## 109           EUR           1.75              61.5          17400 8.242105e+13
## 110           MAD           2.42              12.6          14850 1.780879e+15
## 111           MZN           4.85              48.0           9750 2.240124e+14
## 112           MMK           2.15              43.6           8100 1.141288e+15
## 113                         3.40               8.3          11400 1.854979e+14
## 114           NPR           1.92              25.4          13650 4.596207e+14
## 115                         1.59              11.2          25200 1.363606e+16
## 116           NZD           1.71              38.6          21000 3.103931e+15
## 117           NIO           2.40              25.9          13650 1.878137e+14
## 118           XOF           6.91               0.9          13200 1.939222e+14
## 119           NGN           5.39               7.2           6900 6.721806e+15
## 120           KPW           1.90              40.7           8700 4.815000e+14
## 121           NOK           1.56              33.2          26700 6.050045e+15
## 122           OMR           2.89               0.0           6750 1.154746e+15
## 123           PKR           3.51               1.9          11850 4.566000e+15
## 124                         2.46              61.9          11100 1.002012e+15
## 125           PGK           3.56              74.1          20400 3.745442e+14
## 126           PYG           2.43              37.7          15600 5.721793e+14
## 127           PEN           2.25              57.7          14850 3.402721e+15
## 128           PHP           2.58              27.8          12900 5.651933e+15
## 129           PLN           1.46              30.9          16050 8.882466e+15
## 130           EUR           1.38              34.6          23100 3.565291e+15
## 131           QAR           1.87               0.0           6000 2.751993e+15
## 132           RON           1.71              30.1          17400 3.751162e+15
## 133           RUB           1.57              49.8           8850 2.549815e+16
## 134           RWF           4.04              19.7          17550 1.518371e+14
## 135           XCD           1.44              33.2          19500 3.183676e+13
## 136           XCD           1.89              69.2             NA 1.238078e+13
## 137           WST           3.88              60.4          13650 1.275983e+13
## 138           SAR           2.32               0.5           3600 1.189450e+16
## 139           XOF           4.63              42.8          17100 3.536713e+14
## 140           RSD           1.49              31.1          17400 7.711375e+14
## 141           SCR           2.41              88.4             NA 2.548265e+13
## 142           SLL           4.26              43.1          16200 5.912211e+13
## 143           SGD           1.14              23.1          18750 5.580938e+15
## 144           EUR           1.52              40.4          19800 1.581335e+15
## 145           EUR           1.60              62.0          19800 8.061324e+14
## 146           SBD           4.40              77.9             NA 2.137611e+13
## 147           SOS           6.07              10.0          21150 7.081091e+13
## 148           ZAR           2.41               7.6          13800 5.271475e+15
## 149           KRW           0.98              63.4          18300 3.043500e+16
## 150           EUR           1.26              36.9          18900 2.091174e+16
## 151           LKR           2.20              32.9          13200 1.260132e+15
## 152           SDG           4.41               8.1          14250 2.835343e+14
## 153           SRD           2.42              98.3          19350 5.977876e+13
## 154           SEK           1.76              68.9          21300 7.962494e+15
## 155           CHF           1.52              31.8          21750 1.054624e+16
## 156           SYP           2.81               2.7          12450 6.060751e+14
## 157           TJS           3.59               3.0          10650 1.217494e+14
## 158           TZS           4.89              51.6          13050 9.476560e+14
## 159           THB           1.53              32.2          10650 8.154750e+15
## 160           USD           4.02              45.4          16500 2.510310e+13
## 161           XOF           4.32               3.1          10650 8.189969e+13
## 162           TOP           3.56              12.5             NA 6.755300e+12
## 163           TTD           1.73              46.0           8100 3.615030e+14
## 164           TND           2.20               6.8          10950 5.819656e+14
## 165           TRY           2.07              15.4          21300 1.131618e+16
## 166           TMT           2.79               8.8           4350 6.114171e+14
## 167           UGX           4.96               9.7          14100 5.158084e+14
## 168           UAH           1.30              16.7          12450 2.306716e+15
## 169           AED           1.41               4.6           7350 6.317134e+15
## 170           GBP           1.68              13.1          21900 4.240670e+16
## 171           USD           1.73              33.9          10650 3.214155e+17
## 172           UYU           1.97              10.7          22500 8.406887e+14
## 173           UZS           2.42               7.5          15450 8.688193e+14
## 174           VUV           3.78              36.1          19650 1.375588e+13
## 175           VED           2.27              52.7              0 7.235390e+15
## 176           VND           2.05              48.1          12000 3.928819e+15
## 177           YER           3.79               1.0          13800 4.037160e+14
## 178           ZMW           4.63              65.2          21000 3.459708e+14
## 179                         3.62              35.5          20100 3.216114e+14
##     Gross.primary.education.enrollment....
## 1                                    104.0
## 2                                    107.0
## 3                                    109.9
## 4                                    113.5
## 5                                    105.0
## 6                                    109.7
## 7                                     92.7
## 8                                    100.3
## 9                                    103.1
## 10                                    99.7
## 11                                    81.4
## 12                                    99.4
## 13                                   116.5
## 14                                    99.4
## 15                                   100.5
## 16                                   103.9
## 17                                   111.7
## 18                                   122.0
## 19                                   100.1
## 20                                    98.2
## 21                                      NA
## 22                                   103.2
## 23                                   115.4
## 24                                   103.2
## 25                                    89.3
## 26                                    96.1
## 27                                   121.4
## 28                                    99.8
## 29                                   104.0
## 30                                   107.4
## 31                                   103.4
## 32                                   100.9
## 33                                   102.0
## 34                                    86.8
## 35                                   101.4
## 36                                   100.2
## 37                                   114.5
## 38                                    99.5
## 39                                   106.6
## 40                                   113.3
## 41                                    96.5
## 42                                   101.9
## 43                                    99.3
## 44                                   100.7
## 45                                   108.0
## 46                                   101.3
## 47                                    75.3
## 48                                   105.7
## 49                                   103.3
## 50                                   106.3
## 51                                    94.8
## 52                                    61.8
## 53                                    68.4
## 54                                    97.2
## 55                                   101.0
## 56                                   106.4
## 57                                   100.2
## 58                                   102.5
## 59                                   139.9
## 60                                    98.0
## 61                                    98.6
## 62                                   104.0
## 63                                   104.8
## 64                                    99.6
## 65                                   106.9
## 66                                   101.9
## 67                                    91.5
## 68                                   118.7
## 69                                    97.8
## 70                                   113.6
## 71                                    91.5
## 72                                   100.8
## 73                                   100.4
## 74                                   113.0
## 75                                   106.4
## 76                                   110.7
## 77                                   108.7
## 78                                   100.9
## 79                                   104.9
## 80                                   101.9
## 81                                    91.0
## 82                                    98.8
## 83                                    81.5
## 84                                   104.4
## 85                                   103.2
## 86                                   101.3
## 87                                    92.4
## 88                                   107.6
## 89                                   102.4
## 90                                    99.4
## 91                                    95.1
## 92                                   120.9
## 93                                    85.1
## 94                                   109.0
## 95                                   103.9
## 96                                   102.3
## 97                                   142.5
## 98                                   142.5
## 99                                   105.3
## 100                                   97.1
## 101                                   75.6
## 102                                  105.0
## 103                                   99.9
## 104                                  101.1
## 105                                  105.8
## 106                                   97.2
## 107                                   90.6
## 108                                  104.0
## 109                                  100.0
## 110                                  113.9
## 111                                  112.6
## 112                                  112.3
## 113                                  124.2
## 114                                  142.1
## 115                                  104.2
## 116                                  100.0
## 117                                  120.6
## 118                                   74.7
## 119                                   84.7
## 120                                  112.8
## 121                                  100.3
## 122                                  103.4
## 123                                   94.3
## 124                                   94.4
## 125                                  108.5
## 126                                  104.4
## 127                                  106.9
## 128                                  107.5
## 129                                  100.0
## 130                                  106.2
## 131                                  103.8
## 132                                   85.2
## 133                                  102.6
## 134                                  133.0
## 135                                  102.6
## 136                                  113.4
## 137                                  110.5
## 138                                   99.8
## 139                                   81.0
## 140                                  100.3
## 141                                  100.4
## 142                                  112.8
## 143                                  100.6
## 144                                   98.7
## 145                                  100.4
## 146                                  106.2
## 147                                   23.4
## 148                                  100.9
## 149                                   98.1
## 150                                  102.7
## 151                                  100.2
## 152                                   76.8
## 153                                  108.8
## 154                                  126.6
## 155                                  105.2
## 156                                   81.7
## 157                                  100.9
## 158                                   94.2
## 159                                   99.8
## 160                                  115.3
## 161                                  123.8
## 162                                  116.3
## 163                                  106.2
## 164                                  115.4
## 165                                   93.2
## 166                                   88.4
## 167                                  102.7
## 168                                   99.0
## 169                                  108.4
## 170                                  101.2
## 171                                  101.8
## 172                                  108.5
## 173                                  104.2
## 174                                  109.3
## 175                                   97.2
## 176                                  110.6
## 177                                   93.6
## 178                                   98.7
## 179                                  109.9
##     Gross.tertiary.education.enrollment.... Infant.mortality
## 1                                       9.7             47.9
## 2                                      55.0              7.8
## 3                                      51.4             20.1
## 4                                       9.3             51.6
## 5                                      24.8              5.0
## 6                                      90.0              8.8
## 7                                      54.6             11.0
## 8                                     113.1              3.1
## 9                                      85.1              2.9
## 10                                     27.7             19.2
## 11                                     15.1              8.3
## 12                                     50.5              6.1
## 13                                     20.6             25.1
## 14                                     65.4             11.3
## 15                                     87.4              2.6
## 16                                     79.7              2.9
## 17                                     24.7             11.2
## 18                                     12.3             60.5
## 19                                     15.6             24.8
## 20                                       NA             21.8
## 21                                     23.3              5.0
## 22                                     24.9             30.0
## 23                                     51.3             12.8
## 24                                     31.4              9.8
## 25                                     71.0              5.9
## 26                                      6.5             49.0
## 27                                      6.1             41.0
## 28                                      9.3             59.4
## 29                                     23.6             16.7
## 30                                     13.7             24.0
## 31                                     12.8             50.6
## 32                                     68.9              4.3
## 33                                      3.0             84.5
## 34                                      3.3             71.4
## 35                                     88.5              6.2
## 36                                     50.6              7.4
## 37                                     55.3             12.2
## 38                                      9.0             51.3
## 39                                     12.7             36.2
## 40                                     55.2              7.6
## 41                                     67.9              4.0
## 42                                     41.4              3.7
## 43                                     75.9              1.9
## 44                                     64.1              2.7
## 45                                      6.6             68.2
## 46                                     80.6              3.6
## 47                                      5.3             49.8
## 48                                     59.9             24.1
## 49                                     44.9             12.2
## 50                                     35.2             18.1
## 51                                     29.4             11.8
## 52                                      1.9             62.6
## 53                                      3.4             31.3
## 54                                     69.6              2.1
## 55                                      8.1             39.1
## 56                                     16.1             21.6
## 57                                     88.2              1.4
## 58                                     65.6              3.4
## 59                                      8.3             32.7
## 60                                      2.7             39.0
## 61                                     63.9              8.7
## 62                                     70.2              3.1
## 63                                     15.7             34.9
## 64                                    136.6              3.6
## 65                                    104.6             13.7
## 66                                     21.8             22.1
## 67                                     11.6             64.9
## 68                                      2.6             54.0
## 69                                     11.6             25.1
## 70                                      1.1             49.5
## 71                                     26.2             15.1
## 72                                     48.5              3.6
## 73                                     71.8              1.5
## 74                                     28.1             29.9
## 75                                     36.3             21.1
## 76                                     68.1             12.4
## 77                                     16.2             22.5
## 78                                     77.8              3.1
## 79                                     63.4              3.0
## 80                                     61.9              2.6
## 81                                     27.1             12.4
## 82                                     63.2              1.8
## 83                                     34.4             13.9
## 84                                     61.7              8.8
## 85                                     11.5             30.6
## 86                                       NA             41.2
## 87                                     54.4              6.7
## 88                                     41.3             16.9
## 89                                     15.0             37.6
## 90                                     88.1              3.3
## 91                                     26.3              6.4
## 92                                     10.2             65.7
## 93                                     11.9             53.5
## 94                                     60.5             10.2
## 95                                     72.4              3.3
## 96                                     19.2              1.9
## 97                                      5.4             38.2
## 98                                      0.8             35.3
## 99                                     45.1              6.7
## 100                                    31.2              7.4
## 101                                     4.5             62.0
## 102                                    54.3              6.1
## 103                                     5.0             51.5
## 104                                    40.6             13.6
## 105                                    40.2             11.0
## 106                                    14.1             25.6
## 107                                    39.8             13.6
## 108                                    65.6             14.0
## 109                                    56.1              2.3
## 110                                    35.9             19.2
## 111                                     7.3             54.0
## 112                                    18.8             36.8
## 113                                    22.9             29.0
## 114                                    12.4             26.7
## 115                                    85.0              3.3
## 116                                    82.0              4.7
## 117                                    17.4             15.7
## 118                                     4.4             48.0
## 119                                    10.2             75.7
## 120                                    27.0             13.7
## 121                                    82.0              2.1
## 122                                    38.0              9.8
## 123                                     9.0             57.2
## 124                                    47.8             13.1
## 125                                     1.8             38.0
## 126                                    34.6             17.2
## 127                                    70.7             11.1
## 128                                    35.5             22.5
## 129                                    67.8              3.8
## 130                                    63.9              3.1
## 131                                    17.9              5.8
## 132                                    49.4              6.1
## 133                                    81.9              6.1
## 134                                     6.7             27.0
## 135                                    14.1             14.9
## 136                                    23.7             14.8
## 137                                     7.6             13.6
## 138                                    68.0              6.0
## 139                                    12.8             31.8
## 140                                    67.2              4.8
## 141                                    17.1             12.4
## 142                                     2.0             78.5
## 143                                    84.8              2.3
## 144                                    46.6              4.6
## 145                                    78.6              1.7
## 146                                      NA             17.1
## 147                                     2.5             76.6
## 148                                    22.4             28.5
## 149                                    94.3              2.7
## 150                                    88.9              2.5
## 151                                    19.6              6.4
## 152                                    16.9             42.1
## 153                                    12.6             16.9
## 154                                    67.0              2.2
## 155                                    59.6              3.7
## 156                                    40.1             14.0
## 157                                    31.3             30.4
## 158                                     4.0             37.6
## 159                                    49.3              7.8
## 160                                    17.8             39.3
## 161                                    14.5             47.4
## 162                                     6.4             13.4
## 163                                    12.0             16.4
## 164                                    31.7             14.6
## 165                                    23.9              9.1
## 166                                     8.0             39.3
## 167                                     4.8             33.8
## 168                                    82.7              7.5
## 169                                    36.8              6.5
## 170                                    60.0              3.6
## 171                                    88.2              5.6
## 172                                    63.1              6.4
## 173                                    10.1             19.1
## 174                                     4.7             22.3
## 175                                    79.3             21.4
## 176                                    28.5             16.5
## 177                                    10.2             42.9
## 178                                     4.1             40.4
## 179                                    10.0             33.9
##                Largest.city Life.expectancy Maternal.mortality.ratio
## 1                     Kabul            64.5                      638
## 2                    Tirana            78.5                       15
## 3                   Algiers            76.7                      112
## 4                    Luanda            60.8                      241
## 5    St. John's, Saint John            76.9                       42
## 6              Buenos Aires            76.5                       39
## 7                   Yerevan            74.9                       26
## 8                    Sydney            82.7                        6
## 9                    Vienna            81.6                        5
## 10                     Baku            72.9                       26
## 11          Nassau, Bahamas            73.8                       70
## 12                    Riffa            77.2                       14
## 13                    Dhaka            72.3                      173
## 14               Bridgetown            79.1                       27
## 15                    Minsk            74.2                        2
## 16                 Brussels            81.6                        5
## 17              Belize City            74.5                       36
## 18                  Cotonou            61.5                      397
## 19                  Thimphu            71.5                      183
## 20  Santa Cruz de la Sierra            71.2                      155
## 21             Tuzla Canton            77.3                       10
## 22                 Gaborone            69.3                      144
## 23                    S����            75.7                       60
## 24                                     75.7                       31
## 25                    Sofia            74.9                       10
## 26              Ouagadougou            61.2                      320
## 27                Bujumbura            61.2                      548
## 28                  Abidjan            57.4                      617
## 29                    Praia            72.8                       58
## 30               Phnom Penh            69.6                      160
## 31                   Douala            58.9                      529
## 32                  Toronto            81.9                       10
## 33                   Bangui            52.8                      829
## 34                N'Djamena            54.0                     1140
## 35                 Santiago            80.0                       13
## 36                 Shanghai            77.0                       29
## 37                   Bogot�            77.1                       83
## 38          Moroni, Comoros            64.1                      273
## 39              Brazzaville            64.3                      378
## 40            San Jos������            80.1                       27
## 41                   Zagreb            78.1                        8
## 42                   Havana            78.7                       36
## 43            Statos�������            80.8                        6
## 44                   Prague            79.0                        3
## 45                 Kinshasa            60.4                      473
## 46               Copenhagen            81.0                        4
## 47            Djibouti City            66.6                      248
## 48            Santo Domingo            73.9                       95
## 49                    Quito            76.8                       59
## 50                    Cairo            71.8                       37
## 51             San Salvador            73.1                       46
## 52                   Malabo            58.4                      301
## 53                   Asmara            65.9                      480
## 54                  Tallinn            78.2                        9
## 55              Addis Ababa            66.2                      401
## 56                     Suva            67.3                       34
## 57                 Helsinki            81.7                        3
## 58                    Paris            82.5                        8
## 59               Libreville            66.2                      252
## 60                Serekunda            61.7                      597
## 61                  Tbilisi            73.6                       25
## 62                   Berlin            80.9                        7
## 63                    Accra            63.8                      308
## 64                Macedonia            81.3                        3
## 65    St. George's, Grenada            72.4                       25
## 66           Guatemala City            74.1                       95
## 67                   Kankan            61.2                      576
## 68                   Bissau            58.0                      667
## 69       Georgetown, Guyana            69.8                      169
## 70           Port-au-Prince            63.7                      480
## 71              Tegucigalpa            75.1                       65
## 72                 Budapest            75.8                       12
## 73                Reykjav��            82.7                        4
## 74                 Kurebhar            69.4                      145
## 75               Kalimantan            71.5                      177
## 76                   Tehran            76.5                       16
## 77                  Baghdad            70.5                       79
## 78                 Connacht            82.3                        5
## 79                Jerusalem            82.8                        3
## 80                     Rome            82.9                        2
## 81        Kingston, Jamaica            74.4                       80
## 82                    Tokyo            84.2                        5
## 83                    Amman            74.4                       46
## 84                   Almaty            73.2                       10
## 85                  Nairobi            66.3                      342
## 86             South Tarawa            68.1                       92
## 87              Kuwait City            75.4                       12
## 88                  Bishkek            71.4                       60
## 89                Vientiane            67.6                      185
## 90                     Riga            74.7                       19
## 91         Tripoli, Lebanon            78.9                       29
## 92                   Maseru            53.7                      544
## 93                 Monrovia            63.7                      661
## 94                                     72.7                       72
## 95                  Vilnius            75.7                        8
## 96          Luxembourg City            82.1                        5
## 97             Antananarivo            66.7                      335
## 98                 Lilongwe            63.8                      349
## 99              Johor Bahru            76.0                       29
## 100                    Mal�            78.6                       53
## 101                  Bamako            58.9                      562
## 102              Birkirkara            82.3                        6
## 103              Nouakchott            64.7                      766
## 104              Port Louis            74.4                       61
## 105             Mexico City            75.0                       33
## 106                 Palikir            67.8                       88
## 107                 Chi����            71.8                       19
## 108             Ulaanbaatar            69.7                       45
## 109               Podgorica            76.8                        6
## 110              Casablanca            76.5                       70
## 111                  Maputo            60.2                      289
## 112                  Yangon            66.9                      250
## 113                Windhoek            63.4                      195
## 114               Kathmandu            70.5                      186
## 115               Amsterdam            81.8                        5
## 116                Auckland            81.9                        9
## 117                 Managua            74.3                       98
## 118                  Niamey            62.0                      509
## 119                   Lagos            54.3                      917
## 120               Pyongyang            72.1                       89
## 121                    Oslo            82.8                        2
## 122                    Seeb            77.6                       19
## 123                 Karachi            67.1                      140
## 124             Panama City            78.3                       52
## 125            Port Moresby            64.3                      145
## 126         Ciudad del Este            74.1                      129
## 127                    Lima            76.5                       88
## 128                  Manila            71.1                      121
## 129                  Warsaw            77.6                        2
## 130                  Lisbon            81.3                        8
## 131                    Doha            80.1                        9
## 132               Bucharest            75.4                       19
## 133                  Moscow            72.7                       17
## 134                  Kigali            68.7                      248
## 135                Castries            76.1                      117
## 136               Calliaqua            72.4                       68
## 137                    Apia            73.2                       43
## 138                  Riyadh            75.0                       17
## 139                  Pikine            67.7                      315
## 140                Belgrade            75.5                       12
## 141    Victoria, Seychelles            72.8                       53
## 142                Freetown            54.3                     1120
## 143                                    83.1                        8
## 144              Bratislava            77.2                        5
## 145               Ljubljana            81.0                        7
## 146                 Honiara            72.8                      104
## 147                  Bosaso            57.1                      829
## 148            Johannesburg            63.9                      119
## 149                   Seoul            82.6                       11
## 150                  Madrid            83.3                        4
## 151                 Colombo            76.8                       36
## 152                Omdurman            65.1                      295
## 153              Paramaribo            71.6                      120
## 154                  S�����            82.5                        4
## 155                    Z���            83.6                        5
## 156                Damascus            71.8                       31
## 157                Dushanbe            70.9                       17
## 158           Dar es Salaam            65.0                      524
## 159                 Bangkok            76.9                       37
## 160                    Dili            69.3                      142
## 161                    Lom�            60.8                      396
## 162                Nuku����            70.8                       52
## 163               Chaguanas            73.4                       67
## 164                   Tunis            76.5                       43
## 165                Istanbul            77.4                       17
## 166                Ashgabat            68.1                        7
## 167                 Buganda            63.0                      375
## 168                    Kyiv            71.6                       19
## 169                   Dubai            77.8                        3
## 170                  London            81.3                        7
## 171           New York City            78.5                       19
## 172              Montevideo            77.8                       17
## 173                Tashkent            71.6                       29
## 174               Port Vila            70.3                       72
## 175                 Caracas            72.1                      125
## 176        Ho Chi Minh City            75.3                       43
## 177                   Sanaa            66.1                      164
## 178                  Lusaka            63.5                      213
## 179                  Harare            61.2                      458
##     Minimum.wage      Official.language Out.of.pocket.health.expenditure
## 1           6450                 Pashto                             78.4
## 2          16800               Albanian                             56.9
## 3          14250                 Arabic                             28.1
## 4          10650             Portuguese                             33.4
## 5          45600                English                             24.3
## 6          50250                Spanish                             17.6
## 7           9900               Armenian                             81.6
## 8         203850                   None                             19.6
## 9             NA                 German                             17.9
## 10          7050   Azerbaijani language                             78.6
## 11         78750                English                             27.8
## 12            NA                 Arabic                             25.1
## 13          7650                Bengali                             71.8
## 14         46950                English                             45.2
## 15         22350                Russian                             34.5
## 16        154650                 French                             17.6
## 17         24750                English                             22.7
## 18          5850                 French                             40.5
## 19          4800               Dzongkha                             19.8
## 20         20400                Spanish                             25.9
## 21         15600                Bosnian                             28.6
## 22          4350                English                              5.3
## 23         22950             Portuguese                             28.3
## 24            NA                  Malay                              6.0
## 25         23550              Bulgarian                             47.7
## 26          5100                 French                             36.1
## 27            NA                Kirundi                             19.1
## 28          5400                 French                             36.0
## 29         10200             Portuguese                             23.2
## 30            NA         Khmer language                             59.4
## 31          5250                 French                             69.7
## 32        142650                 French                             14.6
## 33          5550                 French                             39.6
## 34          9000                 French                             56.4
## 35         30000                Spanish                             32.2
## 36         13050       Standard Chinese                             32.4
## 37         18450                Spanish                             18.3
## 38         10650                 French                             74.8
## 39         13200                 French                             43.8
## 40         27600                Spanish                             21.5
## 41         43800               Croatian                             15.2
## 42           750                Spanish                               NA
## 43            NA                  Greek                             43.9
## 44         45000                  Czech                             14.8
## 45          2700                 French                             37.4
## 46            NA                 Danish                             13.7
## 47            NA                 French                             20.4
## 48          6000                Spanish                             43.7
## 49         36900                Spanish                             43.7
## 50            NA Modern Standard Arabic                             62.0
## 51          7500                Spanish                             27.9
## 52         15750                Spanish                             72.0
## 53            NA               Tigrinya                             52.4
## 54         47100               Estonian                             22.8
## 55            NA                Amharic                             37.8
## 56         19200             Fiji Hindi                             21.4
## 57            NA                Swedish                             19.9
## 58        167400                 French                              6.8
## 59         21900                 French                             25.9
## 60          1950                English                             20.3
## 61           750               Georgian                             57.3
## 62        149850                 German                             12.5
## 63          4050                English                             36.1
## 64         66900                  Greek                             35.5
## 65            NA                English                             57.0
## 66         24000                Spanish                             55.8
## 67            NA                 French                             54.5
## 68          2400             Portuguese                             37.2
## 69         14700                English                             40.5
## 70          3750                 French                             36.3
## 71         15150                Spanish                             49.1
## 72         39300              Hungarian                             29.0
## 73            NA              Icelandic                             17.0
## 74          4500                  Hindi                             65.1
## 75          7200             Indonesian                             48.3
## 76         23700                Persian                             39.7
## 77         18600                 Arabic                             76.5
## 78        161850                  Irish                             15.2
## 79        113700                 Hebrew                             24.4
## 80            NA                Italian                             22.8
## 81         19950       Jamaican English                             23.7
## 82        101550                   None                             13.1
## 83         22350                 Arabic                             25.1
## 84          6150                Russian                             38.8
## 85          3750                Swahili                             33.4
## 86            NA                English                              0.2
## 87         14250 Modern Standard Arabic                             14.4
## 88          1350                Russian                             48.2
## 89         12450                    Lao                             45.4
## 90         42000                Latvian                             41.6
## 91         32250                 Arabic                             32.1
## 92          6150                English                             16.9
## 93          2550                English                             19.6
## 94         28200                 Arabic                             36.7
## 95         36150             Lithuanian                             32.1
## 96        195750          Luxembourgish                             10.6
## 97          3150                 French                             21.7
## 98          1800                English                             11.0
## 99         13950     Malaysian language                             36.7
## 100           NA                 Divehi                             16.4
## 101         3450                 French                             46.3
## 102        76050                Maltese                             37.1
## 103         7950                 Arabic                             48.2
## 104         5700                 French                             50.7
## 105         7350                   None                             41.4
## 106           NA                English                              2.5
## 107         4650               Romanian                             46.2
## 108         9750              Mongolian                             39.3
## 109        18450   Montenegrin language                             31.8
## 110        24000                 Arabic                             53.1
## 111         4050             Portuguese                              6.8
## 112         5850                Burmese                             73.9
## 113           NA                English                              8.3
## 114         5400                 Nepali                             60.4
## 115       154350                  Dutch                             12.3
## 116       172350                English                             12.6
## 117         8100                Spanish                             36.0
## 118         4350                 French                             52.3
## 119         8100                English                             72.2
## 120           NA                 Korean                               NA
## 121           NA              Norwegian                             14.3
## 122        64950                 Arabic                              6.4
## 123        10350                   Urdu                             66.5
## 124        22950                Spanish                             30.5
## 125        17400              Tok Pisin                              5.8
## 126        23250                Spanish                             36.5
## 127        19200                Spanish                             30.9
## 128        16800                English                             53.5
## 129        43950                 Polish                             23.2
## 130        56700             Portuguese                             27.7
## 131           NA                 Arabic                              6.2
## 132        33750               Romanian                             21.3
## 133         7950                Russian                             36.4
## 134           NA                Swahili                             26.0
## 135           NA                English                             48.4
## 136        17400                English                             21.4
## 137        11700                 Samoan                             11.5
## 138        57750                 Arabic                             15.0
## 139         4650                 French                             44.2
## 140        23550                Serbian                             40.6
## 141        30000                 French                              2.5
## 142         8550                English                             38.2
## 143           NA                  Malay                             36.7
## 144        46650                 Slovak                             18.4
## 145        78750       Slovene language                             12.5
## 146         6000                English                              3.3
## 147           NA                 Arabic                               NA
## 148           NA              Afrikaans                              7.7
## 149        97350                 Korean                             36.8
## 150        84000                Spanish                             24.2
## 151         5250                  Tamil                             38.4
## 152         6150                 Arabic                             63.2
## 153           NA                  Dutch                             10.1
## 154           NA                Swedish                             15.2
## 155           NA                 German                             28.3
## 156        15300                 Arabic                             53.7
## 157         3450                Persian                             63.1
## 158         1350                Swahili                             26.1
## 159        15900                   Thai                             11.8
## 160         9000             Portuguese                             10.2
## 161         5100                 French                             51.0
## 162           NA        Tongan Language                             10.2
## 163        33750                English                             37.3
## 164         7050                 Arabic                             39.8
## 165        51750                Turkish                             16.9
## 166        13200                Turkmen                             71.1
## 167          150                Swahili                             40.5
## 168        12600              Ukrainian                             47.8
## 169           NA                 Arabic                             17.8
## 170       151950                English                             14.8
## 171       108750                   None                             11.1
## 172        24900                Spanish                             16.2
## 173         3600                  Uzbek                             42.7
## 174        23400                 French                              8.9
## 175          150                Spanish                             45.8
## 176        10950             Vietnamese                             43.5
## 177           NA                 Arabic                             81.0
## 178         3600                English                             27.5
## 179           NA                  Shona                             25.8
##     Physicians.per.thousand    Population
## 1                      0.28    38,041,754
## 2                      1.20     2,854,191
## 3                      1.72    43,053,054
## 4                      0.21    31,825,295
## 5                      2.76        97,118
## 6                      3.96    44,938,712
## 7                      4.40     2,957,731
## 8                      3.68    25,766,605
## 9                      5.17     8,877,067
## 10                     3.45    10,023,318
## 11                     1.94       389,482
## 12                     0.93     1,501,635
## 13                     0.58   167,310,838
## 14                     2.48       287,025
## 15                     5.19     9,466,856
## 16                     3.07    11,484,055
## 17                     1.12       390,353
## 18                     0.08    11,801,151
## 19                     0.42       727,145
## 20                     1.59    11,513,100
## 21                     2.16     3,301,000
## 22                     0.37     2,346,179
## 23                     2.15   212,559,417
## 24                     1.61       433,285
## 25                     4.03     6,975,761
## 26                     0.08    20,321,378
## 27                     0.10    11,530,580
## 28                     0.23    25,716,544
## 29                     0.77       483,628
## 30                     0.17    16,486,542
## 31                     0.09    25,876,380
## 32                     2.61    36,991,981
## 33                     0.06     4,745,185
## 34                     0.04    15,946,876
## 35                     2.59    18,952,038
## 36                     1.98 1,397,715,000
## 37                     2.18    50,339,443
## 38                     0.27       850,886
## 39                     0.12     5,380,508
## 40                     2.89     5,047,561
## 41                     3.00     4,067,500
## 42                     8.42    11,333,483
## 43                     1.95     1,198,575
## 44                     4.12    10,669,709
## 45                     0.07    86,790,567
## 46                     4.01     5,818,553
## 47                     0.22       973,560
## 48                     1.56    10,738,958
## 49                     2.04    17,373,662
## 50                     0.45   100,388,073
## 51                     1.57     6,453,553
## 52                     0.40     1,355,986
## 53                     0.06     6,333,135
## 54                     4.48     1,331,824
## 55                     0.08   112,078,730
## 56                     0.84       889,953
## 57                     3.81     5,520,314
## 58                     3.27    67,059,887
## 59                     0.68     2,172,579
## 60                     0.10     2,347,706
## 61                     7.12     3,720,382
## 62                     4.25    83,132,799
## 63                     0.14    30,792,608
## 64                     5.48    10,716,322
## 65                     1.41       112,003
## 66                     0.35    16,604,026
## 67                     0.08    12,771,246
## 68                     0.13     1,920,922
## 69                     0.80       782,766
## 70                     0.23    11,263,077
## 71                     0.31     9,746,117
## 72                     3.41     9,769,949
## 73                     4.08       361,313
## 74                     0.86 1,366,417,754
## 75                     0.43   270,203,917
## 76                     1.58    82,913,906
## 77                     0.71    39,309,783
## 78                     3.31     5,007,069
## 79                     4.62     9,053,300
## 80                     3.98    60,297,396
## 81                     1.31     2,948,279
## 82                     2.41   126,226,568
## 83                     2.32    10,101,694
## 84                     3.25    18,513,930
## 85                     0.16    52,573,973
## 86                     0.20       117,606
## 87                     2.58     4,207,083
## 88                     1.88     6,456,900
## 89                     0.37     7,169,455
## 90                     3.19     1,912,789
## 91                     2.10     6,855,713
## 92                     0.07     2,125,268
## 93                     0.04     4,937,374
## 94                     2.09     6,777,452
## 95                     6.35     2,786,844
## 96                     3.01       645,397
## 97                     0.18    26,969,307
## 98                     0.04    18,628,747
## 99                     1.51    32,447,385
## 100                    4.56       530,953
## 101                    0.13    19,658,031
## 102                    2.86       502,653
## 103                    0.19     4,525,696
## 104                    2.53     1,265,711
## 105                    2.38   126,014,024
## 106                    0.18       113,815
## 107                    3.21     2,657,637
## 108                    2.86     3,225,167
## 109                    2.76       622,137
## 110                    0.73    36,910,560
## 111                    0.08    30,366,036
## 112                    0.68    54,045,420
## 113                    0.42     2,494,530
## 114                    0.75    28,608,710
## 115                    3.61    17,332,850
## 116                    3.59     4,841,000
## 117                    0.98     6,545,502
## 118                    0.04    23,310,715
## 119                    0.38   200,963,599
## 120                    3.67    25,666,161
## 121                    2.92     5,347,896
## 122                    2.00     5,266,535
## 123                    0.98   216,565,318
## 124                    1.57     4,246,439
## 125                    0.07     8,776,109
## 126                    1.35     7,044,636
## 127                    1.27    32,510,453
## 128                    0.60   108,116,615
## 129                    2.38    37,970,874
## 130                    5.12    10,269,417
## 131                    2.49     2,832,067
## 132                    2.98    19,356,544
## 133                    4.01   144,373,535
## 134                    0.13    12,626,950
## 135                    0.64       182,790
## 136                    0.66       100,455
## 137                    0.34       202,506
## 138                    2.61    34,268,528
## 139                    0.07    16,296,364
## 140                    3.11     6,944,975
## 141                    0.95        97,625
## 142                    0.03     7,813,215
## 143                    2.29     5,703,569
## 144                    3.42     5,454,073
## 145                    3.09     2,087,946
## 146                    0.19       669,823
## 147                    0.02    15,442,905
## 148                    0.91    58,558,270
## 149                    2.36    51,709,098
## 150                    3.87    47,076,781
## 151                    1.00    21,803,000
## 152                    0.26    42,813,238
## 153                    1.21       581,372
## 154                    3.98    10,285,453
## 155                    4.30     8,574,832
## 156                    1.22    17,070,135
## 157                    1.70     9,321,018
## 158                    0.01    58,005,463
## 159                    0.81    69,625,582
## 160                    0.72     3,500,000
## 161                    0.08     8,082,366
## 162                    0.52       100,209
## 163                    4.17     1,394,973
## 164                    1.30    11,694,719
## 165                    1.85    83,429,615
## 166                    2.22     5,942,089
## 167                    0.17    44,269,594
## 168                    2.99    44,385,155
## 169                    2.53     9,770,529
## 170                    2.81    66,834,405
## 171                    2.61   328,239,523
## 172                    5.05     3,461,734
## 173                    2.37    33,580,650
## 174                    0.17       299,882
## 175                    1.92    28,515,829
## 176                    0.82    96,462,106
## 177                    0.31    29,161,922
## 178                    1.19    17,861,030
## 179                    0.21    14,645,468
##     Population..Labor.force.participation.... Tax.revenue.... Total.tax.rate
## 1                                        48.9             9.3           71.4
## 2                                        55.7            18.6           36.6
## 3                                        41.2            37.2           66.1
## 4                                        77.5             9.2           49.1
## 5                                          NA            16.5           43.0
## 6                                        61.3            10.1          106.3
## 7                                        55.6            20.9           22.6
## 8                                        65.5            23.0           47.4
## 9                                        60.7            25.4           51.4
## 10                                       66.5            13.0           40.7
## 11                                       74.6            14.8           33.8
## 12                                       73.4             4.2           13.8
## 13                                       59.0             8.8           33.4
## 14                                       65.2            27.5           35.6
## 15                                       64.1            14.7           53.3
## 16                                       53.6            24.0           55.4
## 17                                       65.1            26.3           31.1
## 18                                       70.9            10.8           48.9
## 19                                       66.7            16.0           35.3
## 20                                       71.8            17.0           83.7
## 21                                       46.4            20.4           23.7
## 22                                       70.8            19.5           25.1
## 23                                       63.9            14.2           65.1
## 24                                       64.7              NA            8.0
## 25                                       55.4            20.2           28.3
## 26                                       66.4            15.0           41.3
## 27                                       79.2            13.6           41.2
## 28                                       57.0            11.8           50.1
## 29                                       60.5            20.1           37.5
## 30                                       82.3            17.1           23.1
## 31                                       76.1            12.8           57.7
## 32                                       65.1            12.8           24.5
## 33                                       72.0             8.6           73.3
## 34                                       70.7              NA           63.5
## 35                                       62.6            18.2           34.0
## 36                                       68.0             9.4           59.2
## 37                                       68.8            14.4           71.2
## 38                                       43.3              NA          219.6
## 39                                       69.4             9.0           54.3
## 40                                       62.1            13.6           58.3
## 41                                       51.2            22.0           20.5
## 42                                       53.6              NA             NA
## 43                                       63.1            24.5           22.4
## 44                                       60.6            14.9           46.1
## 45                                       63.5            10.7           50.7
## 46                                       62.2            32.4           23.8
## 47                                       60.2              NA           37.9
## 48                                       64.3            13.0           48.8
## 49                                       68.0              NA           34.4
## 50                                       46.4            12.5           44.4
## 51                                       59.1            18.1           36.4
## 52                                       62.0             6.1           79.4
## 53                                       78.4              NA           83.7
## 54                                       63.6            20.9           47.8
## 55                                       79.6             7.5           37.7
## 56                                       57.6            24.2           32.1
## 57                                       59.1            20.8           36.6
## 58                                       55.1            24.2           60.7
## 59                                       52.9            10.2           47.1
## 60                                       59.4             9.4           48.4
## 61                                       68.3            21.7            9.9
## 62                                       60.8            11.5           48.8
## 63                                       67.8            12.6           55.4
## 64                                       51.8            26.2           51.9
## 65                                         NA            19.4           47.8
## 66                                       62.3            10.6           35.2
## 67                                       61.5            10.8           69.3
## 68                                       72.0            10.3           45.5
## 69                                       56.2              NA           30.6
## 70                                       67.2              NA           42.7
## 71                                       68.8            17.3           39.1
## 72                                       56.5            23.0           37.9
## 73                                       75.0            23.3           31.9
## 74                                       49.3            11.2           49.7
## 75                                       67.5            10.2           30.1
## 76                                       44.7             7.4           44.7
## 77                                       43.0             2.0           30.8
## 78                                       62.1            18.3           26.1
## 79                                       64.0            23.1           25.3
## 80                                       49.6            24.3           59.1
## 81                                       66.0            26.8           35.1
## 82                                       61.7            11.9           46.7
## 83                                       39.3            15.1           28.6
## 84                                       68.8            11.7           28.4
## 85                                       74.7            15.1           37.2
## 86                                         NA            22.0           32.7
## 87                                       73.5             1.4           13.0
## 88                                       59.8            18.0           29.0
## 89                                       78.5            12.9           24.1
## 90                                       61.4            22.9           38.1
## 91                                       47.0            15.3           32.2
## 92                                       67.9            31.6           13.6
## 93                                       76.3            12.9           46.2
## 94                                       49.7              NA           32.6
## 95                                       61.6            16.9           42.6
## 96                                       59.3            26.5           20.4
## 97                                       86.1            10.2           38.3
## 98                                       76.7            17.3           34.5
## 99                                       64.3            12.0           38.7
## 100                                      69.8            19.5           30.2
## 101                                      70.8            11.6           54.5
## 102                                      56.5            26.2           44.0
## 103                                      45.9              NA           67.0
## 104                                      58.3            19.1           22.2
## 105                                      60.7            13.1           55.1
## 106                                        NA            25.2           60.5
## 107                                      43.1            17.7           38.7
## 108                                      59.7            16.8           25.7
## 109                                      54.4              NA           22.2
## 110                                      45.3            21.9           45.8
## 111                                      78.1             0.0           36.1
## 112                                      61.7             5.4           31.2
## 113                                      59.5            27.1           20.7
## 114                                      83.8            20.7           41.8
## 115                                      63.6            23.0           41.2
## 116                                      69.9            29.0           34.6
## 117                                      66.4            15.6           60.6
## 118                                      72.0            11.8           47.2
## 119                                      52.9             1.5           34.8
## 120                                      80.4              NA             NA
## 121                                      63.8            23.9           36.2
## 122                                      72.4             2.5           27.4
## 123                                      52.6             9.2           33.9
## 124                                      66.6              NA           37.2
## 125                                      47.2            13.6           37.1
## 126                                      72.1            10.0           35.0
## 127                                      77.6            14.3           36.8
## 128                                      59.6            14.0           43.1
## 129                                      56.7            17.4           40.8
## 130                                      58.8            22.8           39.8
## 131                                      86.8            14.7           11.3
## 132                                      54.7            14.6           20.0
## 133                                      61.8            11.4           46.2
## 134                                      83.7            14.3           33.2
## 135                                      67.1            18.2           34.7
## 136                                      65.9            25.4           37.0
## 137                                      43.7            25.5           19.3
## 138                                      55.9             8.9           15.7
## 139                                      45.7            16.3           44.8
## 140                                      54.9            18.6           36.6
## 141                                        NA            34.1           30.1
## 142                                      57.9             8.6           30.7
## 143                                      70.5            13.1           21.0
## 144                                      59.5            18.7           49.7
## 145                                      58.4            18.6           31.0
## 146                                      83.8            29.5           32.0
## 147                                      47.4             0.0             NA
## 148                                      56.0            27.5           29.2
## 149                                      63.0            15.6           33.2
## 150                                      57.5            14.2           47.0
## 151                                      53.9            11.9           55.2
## 152                                      48.4             8.0           45.4
## 153                                      51.1            19.5           27.9
## 154                                      64.6            27.9           49.1
## 155                                      68.3            10.1           28.8
## 156                                      44.1            14.2           42.7
## 157                                      42.0             9.8           67.3
## 158                                      83.4            11.5           43.8
## 159                                      67.3            14.9           29.5
## 160                                      67.3            25.0           17.3
## 161                                      77.6            16.9           48.2
## 162                                      59.8            22.3           27.5
## 163                                      60.0            19.5           40.5
## 164                                      46.1            21.1           60.7
## 165                                      52.8            17.9           42.3
## 166                                      64.5              NA             NA
## 167                                      70.3            11.7           33.7
## 168                                      54.2            20.1           45.2
## 169                                      82.1             0.1           15.9
## 170                                      62.8            25.5           30.6
## 171                                      62.0             9.6           36.6
## 172                                      64.0            20.1           41.8
## 173                                      65.1            14.8           31.6
## 174                                      69.9            17.8            8.5
## 175                                      59.7              NA           73.3
## 176                                      77.4            19.1           37.6
## 177                                      38.0              NA           26.6
## 178                                      74.6            16.2           15.6
## 179                                      83.1            20.7           31.6
##     Unemployment.rate Urban_population   Latitude   Longitude country_status
## 1               11.12        9,797,273  33.939110   67.709953           poor
## 2               12.33        1,747,593  41.153332   20.168331           poor
## 3               11.70       31,510,100  28.033886    1.659626           poor
## 4                6.89       21,061,025 -11.202692   17.873887           poor
## 5                  NA           23,800  17.060816  -61.796428           <NA>
## 6                9.79       41,339,571 -38.416097  -63.616672           poor
## 7               16.99        1,869,848  40.069099   45.038189           poor
## 8                5.27       21,844,756 -25.274398  133.775136           poor
## 9                4.67        5,194,416  47.516231   14.550072     developing
## 10               5.51        5,616,165  40.143105   47.576927           poor
## 11              10.36          323,784  25.034280  -77.396280           poor
## 12               0.71        1,467,109  26.066700   50.557700           rich
## 13               4.19       60,987,417  23.684994   90.356331     developing
## 14              10.33           89,431  13.193887  -59.543198           poor
## 15               4.59        7,482,982  53.709807   27.953389     developing
## 16               5.59       11,259,082  50.503887    4.469936           poor
## 17               6.41          179,039  17.189877  -88.497650           poor
## 18               2.23        5,648,149   9.307690    2.315834     developing
## 19               2.34          317,538  27.514162   90.433601     developing
## 20               3.50        8,033,035 -16.290154  -63.588653     developing
## 21              18.42        1,605,144  43.915886   17.679076           poor
## 22              18.19        1,616,550 -22.328474   24.684866           poor
## 23              12.08      183,241,641 -14.235004  -51.925280           poor
## 24               9.12          337,711   4.535277  114.727669           poor
## 25               4.34        5,256,027  42.733883   25.485830     developing
## 26               6.26        6,092,349  12.238333   -1.561593           poor
## 27               1.43        1,541,177  -3.373056   29.918886     developing
## 28               3.32       13,176,900   7.539989   -5.547080     developing
## 29              12.25          364,029  16.538800  -23.041800           poor
## 30               0.68        3,924,621  12.565679  104.990963           rich
## 31               3.38       14,741,256   7.369722   12.354722     developing
## 32               5.56       30,628,482  56.130366 -106.346771           poor
## 33               3.68        1,982,064   6.611111   20.939444     developing
## 34               1.89        3,712,273  15.454166   18.732207     developing
## 35               7.09       16,610,135 -35.675147  -71.542969           poor
## 36               4.32      842,933,962  35.861660  104.195397     developing
## 37               9.71       40,827,302   4.570868  -74.297333           poor
## 38               4.34          248,152 -11.645500   43.333300     developing
## 39               9.47        3,625,010  -0.228021   15.827659           poor
## 40              11.85        4,041,885   9.748917  -83.753428           poor
## 41               6.93        2,328,318  45.100000   15.200000           poor
## 42               1.64        8,739,135  21.521757  -77.781167     developing
## 43               7.27          800,708  35.126413   33.429859           poor
## 44               1.93        7,887,156  49.817492   15.472962     developing
## 45               4.24       39,095,679  -4.038333   21.758664     developing
## 46               4.91        5,119,978  56.263920    9.501785     developing
## 47              10.30          758,549  11.825138   42.590275           poor
## 48               5.84        8,787,475  18.735693  -70.162651           poor
## 49               3.97       11,116,711  -1.831239  -78.183406     developing
## 50              10.76       42,895,824  26.820553   30.802498           poor
## 51               4.11        4,694,702  13.794185  -88.896530     developing
## 52               6.43          984,812   1.650801   10.267895           poor
## 53               5.14        1,149,670  15.179384   39.782334           poor
## 54               5.11          916,024  58.595272   25.013607           poor
## 55               2.08       23,788,710   9.145000   40.489673     developing
## 56               4.10          505,048 -17.713371  178.065032     developing
## 57               6.59        4,716,888  61.924110   25.748151           poor
## 58               8.43       54,123,364  46.227638    2.213749           poor
## 59              20.00        1,949,694  -0.803689   11.609444           poor
## 60               9.06        1,453,958  13.443182  -15.310139           poor
## 61              14.40        2,196,476  42.315407   43.356892           poor
## 62               3.04       64,324,835  51.165691   10.451526     developing
## 63               4.33       17,249,054   7.946527   -1.023194     developing
## 64              17.24        8,507,474  39.074208   21.824312           poor
## 65                 NA           40,765  12.116500  -61.679000           <NA>
## 66               2.46        8,540,945  15.783471  -90.230759     developing
## 67               4.30        4,661,505   9.945587   -9.696645     developing
## 68               2.47          840,922  11.803749  -15.180413     developing
## 69              11.85          208,912   4.860416  -58.930180           poor
## 70              13.78        6,328,948  18.971187  -72.285215           poor
## 71               5.39        5,626,433  15.199999  -86.241905           poor
## 72               3.40        6,999,582  47.162494   19.503304     developing
## 73               2.84          339,110  64.963051  -19.020835     developing
## 74               5.36      471,031,528  20.593684   78.962880           poor
## 75               4.69      151,509,724  -0.789275  113.921327     developing
## 76              11.38       62,509,623  32.427908   53.688046           poor
## 77              12.82       27,783,368  33.223191   43.679291           poor
## 78               4.93        3,133,123  53.412910   -8.243890     developing
## 79               3.86        8,374,393  31.046051   34.851612     developing
## 80               9.89       42,651,966  41.871940   12.567380           poor
## 81               8.00        1,650,594  18.109581  -77.297508           poor
## 82               2.29      115,782,416  36.204824  138.252924     developing
## 83              14.72        9,213,048  30.585164   36.238414           poor
## 84               4.59       10,652,915  48.019573   66.923684     developing
## 85               2.64       14,461,523  -0.023559   37.906193     developing
## 86                 NA           64,489   1.836898 -157.376832           <NA>
## 87               2.18        4,207,083  29.311660   47.481766     developing
## 88               6.33        2,362,644  41.204380   74.766098           poor
## 89               0.63        2,555,552  19.856270  102.495496           rich
## 90               6.52        1,304,943  56.879635   24.603189           poor
## 91               6.23        6,084,994  33.854721   35.862285           poor
## 92              23.41          607,508 -29.609988   28.233608           poor
## 93               2.81        2,548,426   6.428055   -9.429499     developing
## 94              18.56        5,448,597  26.335100   17.228331           poor
## 95               6.35        1,891,013  55.169438   23.881275           poor
## 96               5.36          565,488  49.815273    6.129583           poor
## 97               1.76       10,210,849 -18.766947   46.869107     developing
## 98               5.65        3,199,301 -13.254308   34.301525           poor
## 99               3.32       24,475,766   4.210484  101.975766     developing
## 100              6.14          213,645   3.202778   73.220680           poor
## 101              7.22        8,479,688  17.570692   -3.996166           poor
## 102              3.47          475,902  35.937496   14.375416     developing
## 103              9.55        2,466,821  21.007890  -10.940835           poor
## 104              6.67          515,980 -20.348404   57.552152           poor
## 105              3.42      102,626,859  23.634501 -102.552784     developing
## 106                NA           25,963   7.425554  150.550812           <NA>
## 107              5.47        1,135,502  47.411631   28.369885           poor
## 108              6.01        2,210,626  46.862496  103.846656           poor
## 109             14.88          417,765  42.708678   19.374390           poor
## 110              9.02       22,975,026  31.791702   -7.092620           poor
## 111              3.24       11,092,106 -18.665695   35.529562     developing
## 112              1.58       16,674,093  21.916221   95.955974     developing
## 113             20.27        1,273,258 -22.957640   18.490410           poor
## 114              1.41        5,765,513  28.394857   84.124008     developing
## 115              3.20       15,924,729  52.132633    5.291266     developing
## 116              4.07        4,258,860 -40.900557  174.885971     developing
## 117              6.84        3,846,137  12.865416  -85.207229           poor
## 118              0.47        3,850,231  17.607789    8.081666           rich
## 119              8.10      102,806,948   9.081999    8.675277           poor
## 120              2.74       15,947,412  40.339852  127.510093     developing
## 121              3.35        4,418,218  60.472024    8.468946     developing
## 122              2.67        4,250,777  21.473533   55.975413     developing
## 123              4.45       79,927,762  30.375321   69.345116     developing
## 124              3.90        2,890,084   8.537981  -80.782127     developing
## 125              2.46        1,162,834  -6.314993  143.955550     developing
## 126              4.81        4,359,150 -23.442503  -58.443832     developing
## 127              3.31       25,390,339  -9.189967  -75.015152     developing
## 128              2.15       50,975,903  12.879721  121.774017     developing
## 129              3.47       22,796,574  51.919438   19.145136     developing
## 130              6.33        6,753,579  39.399872   -8.224454           poor
## 131              0.09        2,809,071  25.354826   51.183884           rich
## 132              3.98       10,468,793  45.943161   24.966760     developing
## 133              4.59      107,683,889  61.524010  105.318756     developing
## 134              1.03        2,186,104  -1.940278   29.873888     developing
## 135             20.71           34,280  13.909444  -60.978893           poor
## 136             18.88           58,185  12.984305  -61.287228           poor
## 137              8.36           35,588 -13.759029 -172.104629           poor
## 138              5.93       28,807,838  23.885942   45.079162           poor
## 139              6.60        7,765,706  14.497401  -14.452362           poor
## 140             12.69        3,907,243  44.016521   21.005859           poor
## 141                NA           55,762  -4.679574   55.491977           <NA>
## 142              4.43        3,319,366   8.460555  -11.779889     developing
## 143              4.11        5,703,569   1.352083  103.819836     developing
## 144              5.56        2,930,419  48.669026   19.699024           poor
## 145              4.20        1,144,654  46.151241   14.995463     developing
## 146              0.58          162,164  -9.645710  160.156194           rich
## 147             11.35        7,034,861   5.152149   46.199616           poor
## 148             28.18       39,149,717 -30.559482   22.937506           poor
## 149              4.15       42,106,719  35.907757  127.766922     developing
## 150             13.96       37,927,409  40.463667   -3.749220           poor
## 151              4.20        4,052,088   7.873054   80.771797     developing
## 152             16.53       14,957,233  12.862807   30.217636           poor
## 153              7.33          384,258   3.919305  -56.027783           poor
## 154              6.48        9,021,165  60.128161   18.643501           poor
## 155              4.58        6,332,428  46.818188    8.227512     developing
## 156              8.37        9,358,019  34.802075   38.996815           poor
## 157             11.02        2,545,477  38.861034   71.276093           poor
## 158              1.98       20,011,885  -6.369028   34.888822     developing
## 159              0.75       35,294,600  15.870032  100.992541           rich
## 160              4.55          400,182  -8.874217  125.727539     developing
## 161              2.04        3,414,638   8.619543    0.824782     developing
## 162              1.12           24,145 -21.178986 -175.198242     developing
## 163              2.69          741,944  10.691803  -61.222503     developing
## 164             16.02        8,099,061  33.886917    9.537499           poor
## 165             13.49       63,097,818  38.963745   35.243322           poor
## 166              3.91        3,092,738  38.969719   59.556278     developing
## 167              1.84       10,784,516   1.373333   32.290275     developing
## 168              8.88       30,835,699  48.379433   31.165580           poor
## 169              2.35        8,479,744  23.424076   53.847818     developing
## 170              3.85       55,908,316  55.378051   -3.435973     developing
## 171             14.70      270,663,028  37.090240  -95.712891           poor
## 172              8.73        3,303,394 -32.522779  -55.765835           poor
## 173              5.92       16,935,729  41.377491   64.585262           poor
## 174              4.39           76,152 -15.376706  166.959158     developing
## 175              8.80       25,162,368   6.423750  -66.589730           poor
## 176              2.01       35,332,140  14.058324  108.277199     developing
## 177             12.91       10,869,523  15.552727   48.516388           poor
## 178             11.43        7,871,713 -13.133897   27.849332           poor
## 179              4.95        4,717,305 -19.015438   29.154857     developing
##Menghitung rata-rata dan nilai maksimum GDP dan CPI, dan hitung negara yang kermask kategori "rich", "developing", "poor"

Rataan <- data %>%
  group_by(country_status) %>%
  summarize(
    mean_GDP = mean(as.numeric(GDP), na.rm = TRUE),
    max_GDP = max(as.numeric(GDP), na.rm = TRUE),
    mean_CPI = mean(as.numeric(CPI), na.rm = TRUE),
    max_CPI = max(as.numeric(CPI), na.rm = TRUE),
    count_countries = n()
  )
## Warning: There were 2 warnings in `summarize()`.
## The first warning was:
## ℹ In argument: `mean_CPI = mean(as.numeric(CPI), na.rm = TRUE)`.
## ℹ In group 2: `country_status = "poor"`.
## Caused by warning in `mean()`:
## ! NAs introduced by coercion
## ℹ Run `dplyr::last_dplyr_warnings()` to see the 1 remaining warning.
Rataan
## # A tibble: 4 × 6
##   country_status mean_GDP max_GDP mean_CPI max_CPI count_countries
##   <chr>             <dbl>   <dbl>    <dbl>   <dbl>           <int>
## 1 developing      9.25e15 2.99e17     141.    268.              77
## 2 poor            7.29e15 3.21e17     151.    551.              90
## 3 rich            1.77e15 8.15e15     122.    136.               7
## 4 <NA>            1.58e13 2.59e13     113.    130.               5
##Menampilkan dalam bentuk format long
longformat <- Rataan %>%
  pivot_longer(
    cols = c(mean_GDP, max_GDP, mean_CPI, max_CPI, count_countries),
    names_to = "statistik",
    values_to = "value"
  )
longformat
## # A tibble: 20 × 3
##    country_status statistik         value
##    <chr>          <chr>             <dbl>
##  1 developing     mean_GDP        9.25e15
##  2 developing     max_GDP         2.99e17
##  3 developing     mean_CPI        1.41e 2
##  4 developing     max_CPI         2.68e 2
##  5 developing     count_countries 7.7 e 1
##  6 poor           mean_GDP        7.29e15
##  7 poor           max_GDP         3.21e17
##  8 poor           mean_CPI        1.51e 2
##  9 poor           max_CPI         5.51e 2
## 10 poor           count_countries 9   e 1
## 11 rich           mean_GDP        1.77e15
## 12 rich           max_GDP         8.15e15
## 13 rich           mean_CPI        1.22e 2
## 14 rich           max_CPI         1.36e 2
## 15 rich           count_countries 7   e 0
## 16 <NA>           mean_GDP        1.58e13
## 17 <NA>           max_GDP         2.59e13
## 18 <NA>           mean_CPI        1.13e 2
## 19 <NA>           max_CPI         1.30e 2
## 20 <NA>           count_countries 5   e 0